Compositions, kits, and methods for identification, assessment, prevention, and therapy of human prostate cancer

ABSTRACT

The invention relates to compositions, kits, and methods for diagnosing, staging, prognosing, monitoring and treating human prostate cancers. A variety of marker genes are provided, wherein changes in the levels of expression of one or more of the marker genes is correlated with the presence of prostate cancer.

RELATED APPLICATIONS

[0001] The present application claims priority to U.S. provisional patent application serial No. 60/297,285, filed on Jun. 11, 2001, which is expressly incorporated by reference.

FIELD OF THE INVENTION

[0002] The field of the invention is prostate cancer, including diagnosis, characterization, management, and therapy of prostate cancer.

BACKGROUND OF THE INVENTION

[0003] The increased number of cancer cases reported in the United States, and, indeed, around the world, is a major concern. Currently there are only a handful of treatments available for specific types of cancer, and these provide no absolute guarantee of success. In order to be most effective, these treatments require not only an early detection of the malignancy, but also a reliable assessment of the severity of the malignancy.

[0004] Carcinoma of the prostate (PCA) is the most frequently diagnosed cancer in men in the United States, and is the second leading cause of male cancer deaths (Karp et al., 1996, Cancer Res. 56:5547-5556). The acute susceptibility of this organ to cancer in men is not understood. Skenes glands represent a tissue in females that is homologous to the male prostate, but not a site where significant neoplastic transformation is observed.

[0005] An unusual challenge presented by prostate cancer is that most prostate tumors do not represent life threatening conditions. Projections from autopsy surveys indicate that as many as 11 million American men have prostate cancer (Dhom, 1983, J. Cancer Res. Clin. Oncol., 106:210-218). These figures are consistent with clinical observations of prostate carcinomas, which normally exhibit a slow and lingering course of progression. Such disease progression results in relatively few prostate tumors developing into cases of clinical concern during the lifetime of the patient. If, upon detection with available methods, the cancer appears well-differentiated, organ-confined and focal, treatment normally can not extend the life expectancy of older patients.

[0006] Unfortunately, the prostate carcinomas that are progressive in nature frequently have already metastasized by the time of clinical detection with available methods. Survival rates for individuals with metastatic prostate cancer are quite low. Between these two extremes are patients with prostate tumors that will metastasize during their lifetimes, but have not yet done so. For these patients, surgical removal of the prostate is curative and extends life expectancy. Therefore, accurate determination of which group a newly diagnosed patient falls into is critical in determining optimal treatment and patient survival.

[0007] Currently there is at least one early and noninvasive test available to the physician for detecting a symptomatic disease. The presence of Prostate Specific Antigen (PSA) can be measured with relative ease from blood samples using standard antibody-based detection kits. Abnormally high levels of this antigen in a patient's serum indicate a likelihood of prostate disease, possibly either a carcinoma, Benign Prostatic Hyperplasia (BPH) or prostatitis. In the majority of cases, PSA elevation is due to BPH or prostatitis rather than carcinoma.

[0008] Although clinical and pathologic stage and histological grading systems (e.g., Gleason's) have been used to indicate prognosis for groups of patients based on the degree of tumor differentiation or the type of glandular pattern (Carter and Coffey, In: J. P. Karr and H. Yamanak (eds.), Prostate Cancer: The Second Tokyo Symposium, pp. 19-27, New York: Elsevier, 1989.; Diamond et al., J. Urol., 128: 729-734, 1982), these systems do not adequately predict the progression rate of the cancer. While the use of computer-system image analysis of histologic sections of primary lesions for “nuclear roundness” has been suggested as an aide in the management of individual patients (Diamond et al., 1982, J. Urol., 128:729-734), this method is of limited use in studying the progression of the disease.

[0009] The analysis of DNA content/ploidy using flow cytometry and FISH has been demonstrated to have utility predicting prostate cancer aggressiveness (Pearsons et al., 1993, J. Urol., 150:120-125; Macoska et al., 1994, Cancer Res., 54: 3824-3830; Visakorpi et al., 1994, Am. J. Pathol., 145:1-7; Takahashi et al., 1994, Cancer Res., 54:3574-3579; Alcaraz et al., Cancer Res., 55:3998-4002, 1994), but these methods are expensive, time-consuming, and the latter methodology requires the construction of centromere-specific probes for analysis. There also exist specific nuclear matrix proteins whose expression has been reported to be associated with prostate cancer. However, these protein markers apparently do not distinguish between BPH and prostate cancer (Partin et al., 1993, Cancer Res., 53:744-746). Unfortunately, markers that cannot distinguish between benign and malignant prostate tumors are of little value.

[0010] It would therefore be beneficial to provide specific methods and reagents for the diagnosis, staging, prognosis, monitoring, and treatment of diseases associated with prostate cancer, or to indicate a predisposition to such for preventative medicine.

SUMMARY OF THE INVENTION

[0011] The invention relates to various methods, reagents and kits for diagnosing, staging prognosing, monitoring and treating prostate cancer. The methods of the present invention comprise comparing the level of expression of a single or plurality (e.g. 2, 3, 5, or 10 or more) of prostate cancer marker genes (hereinafter “marker genes”) in a patient sample, wherein the marker genes are listed within Tables 1-3D, and the control level of expression of the marker gene(s) in a sample from a control subject (e.g., a human subject without prostate cancer). In preferred embodiments, the control level of expression is the average level of expression of the marker gene(s) in samples from several (e.g., 2, 3, 4, 5, 8, 10, 12, 15, 20, 30 or 50) control subjects. A significant change in the level of expression of one or more of the marker genes in the patient sample relative to the control level provides significant information regarding the patient's prostate cancer status.

[0012] In one embodiment of the methods of the present invention, the sample comprises cells obtained from the patient. The cells may be found in a prostate tissue sample collected, for example, by a prostate tissue biopsy or histology section, or a bone marrow biopsy. In another embodiment, the patient sample is a prostate-associated body fluid. Such fluids include, for example, blood fluids, lymph, urine, prostatic fluid and semen.

[0013] In accordance with the methods of the present invention, the presence and/or level of expression of the marker gene in a sample can be assessed, for example, by detecting the presence in the sample of:

[0014] a protein encoded by the marker gene (e.g. using a reagent, such as an antibody, an antibody derivative, or an antibody fragment, which binds specifically with the protein or protein fragment) or a fragment of the protein.

[0015] a metabolite which is produced directly (i.e., catalyzed) or indirectly by a protein encoded by the marker gene

[0016] a transcribed polynucleotide (e.g. an mRNA or a cDNA), or fragment thereof, having at least a portion with which the marker gene is substantially homologous (e.g. by contacting a mixture of transcribed polynucleotides obtained from the sample with a substrate having a sequence of one or more of the marker genes listed within Tables 1-3D fixed thereto at selected positions)

[0017] a transcribed polynucleotide or fragment thereof, wherein the polynucleotide anneals with the marker gene under stringent hybridization conditions.

[0018] The methods of the present invention are useful for further diagnosing patients having an identified prostate mass or symptoms associated with prostate cancer, e.g. abnormally high levels of PSA. The methods of the present invention can be of special use in identifying the metastatic potential of prostate cancer in a patient or the specific type of metastatic prostate cancer, e.g., metastasis to the liver, bones or lymph nodes. The methods of the present invention can further be of particular use with patients having an enhanced risk of developing prostate cancer (e.g., patients having a familial history of prostate cancer and patients identified as having a mutant oncogene). The methods of the present invention may further be of particular use in monitoring the efficacy of treatment of a prostate cancer patient (e.g. the efficacy of chemotherapy).

[0019] All cancers have staging schemes that are used to describe the degree to which the cancer has progressed. The TNM staging approach assigns the primary tumor (T) to one of four stages (and to additional substages within these categories) based on the size and location of the primary tumor within the prostate. A T1 designation indicates a microscopic tumor which cannot be detected by a digital rectal exam. A T2NO designation refers to a tumor palpable upon a digital rectal exam but are contained within the prostate capsule (local disease). In all forms of stage T3 disease the tumors have extended through the prostate capsule into the surrounding connective tissue or seminal vesicles. The T4 designation refers to tumors that have escaped from the prostate and can be found in the pelvic region. The N stage refers to whether the primary tumor has spread to the regional lymph nodes (pelvic lymph nodes). The M stage refers to whether the tumor cells have metastasized to distant sites. The marker genes of the present invention are particularly useful in identifying whether prostate cancer has metastasized or is likely to metastasize. In particular, the marker genes set forth in Table 3A can be used to determine whether prostate cancer has metastasized, or is likely to metastasize, to the liver (M stage). The marker genes set forth in Table 3B can be used to determine whether prostate cancer has metastasized, or is likely to metastasize, to the bone (M stage). The marker genes set forth in Tables 3C and 3D can be used to determine whether prostate cancer has metastasized, or is likely to metastasize, to the lymph nodes (N stage and/or M stage).

[0020] The methods of the present invention may be performed using a plurality (e.g. 2, 3, 5, or 10 or more) of marker genes. According to a method involving a plurality of marker genes, the level of expression in the sample of each of a plurality of marker genes independently selected from the marker genes listed in Tables 1-3D is compared with the normal level of expression of each of the plurality of marker genes in samples of the same type obtained from control human subjects not afflicted with prostate cancer. A significantly increased level of expression in the sample of one or more of the marker genes listed in Tables 1-3D, or some combination thereof, relative to that marker gene's corresponding normal levels, is an indication that the patient is afflicted with prostate cancer. The marker genes of Tables 1-3D may also be used in combination with known prostate cancer marker genes in the methods of the present invention, e.g. PSA analysis.

[0021] In a method of assessing whether a patient is afflicted with prostate cancer (e.g., new detection (“screening”), detection of recurrence, reflex testing), the method comprises comparing:

[0022] a) the level of expression of a single or plurality of marker genes in a patient sample, wherein at least one marker gene is selected from the marker genes of Tables 1-3D, and

[0023] b) the normal level of expression of the same marker gene(s) in a sample from a control subject having no prostate cancer.

[0024] A significant increase in the level of expression of one or more of the marker genes in the patient sample, relative to the normal level is an indication that the patient is afflicted with prostate cancer.

[0025] The present invention further includes a method for determining whether prostate cancer has metastasized or is likely to metastasize in the future, the method comprising comparing:

[0026] a) the level of expression of a single or plurality of marker genes in a patient sample, wherein at least one marker gene is selected from the marker genes of Tables 1-3D and

[0027] b) the level of expression of the same marker gene(s) in a sample from a control subject having non-metastasized prostate cancer.

[0028] A significantly increased level of expression of one or more of the marker genes in the patient sample, relative to the level of expression in the control, is an indication that the patient is afflicted with metastatic prostate cancer that has metastasized, or is likely to metastasize in the future.

[0029] The present invention further includes a method for determining whether prostate cancer has metastasized to the liver, or is likely to metastasize to the liver, the method comprising comparing:

[0030] a) the level of expression of a single or plurality of marker genes in a patient sample, wherein at least one such marker gene is selected from marker genes 1734-3683 of Table 1 or the marker genes of Table 3A and

[0031] b) the level of expression of the same marker gene(s) in a sample from a control subject having non-metastasized prostate cancer.

[0032] A significantly increased level of expression of one or more of the marker genes in the patient sample, relative to the level of expression in the control, is an indication that the patient is afflicted with metastatic prostate cancer that has metastasized to the liver, or is likely to metastasize to the liver.

[0033] In another such embodiment, the present invention includes a method for determining whether prostate cancer has metastasized to bone tissue, or is likely to metastasize to bone tissue, the method comprising comparing:

[0034] a) the level of expression of a single or plurality of marker genes in a patient sample, wherein at least one such marker gene is selected from marker genes 3684-5660 of Table 1 or the marker genes of Table 3B and

[0035] b) the level of expression of the same marker gene(s) in a sample from a control subject having non-metastasized prostate cancer.

[0036] A significantly increased level of expression of one or more of the marker genes in the patient sample, relative to the level of expression in the control, is an indication that the patient is afflicted with metastatic prostate cancer that has metastasized to bone tissue, or is likely to metastasize to bone tissue.

[0037] In another such embodiment, the present invention includes a method for determining whether prostate cancer has metastasized to lymph nodes, or is likely to metastasize to lymph nodes, the method comprising comparing:

[0038] a) the level of expression of a single or plurality of marker genes in a patient sample, wherein at least one such marker gene is selected from marker genes 1-1733 and 5661-11617 of Table 1 or the marker genes of Tables 3C or 3D, and

[0039] b) the level of expression of the same marker gene(s) in a sample from a control subject having non-metastasized prostate cancer.

[0040] A significantly increased level of expression of one or more of the marker genes in the patient sample, relative to the level of expression in the control, is an indication that the patient is afflicted with metastatic prostate cancer that has metastasized to lymph nodes, or is likely to metastasize to lymph nodes.

[0041] The present invention also includes a method for assessing the aggressiveness of prostate cancer, the method comprising comparing:

[0042] a) the level of expression of a single or plurality of marker genes in a patient sample, wherein at least one such marker gene is selected from the marker genes listed in Tables 1-3D, and

[0043] b) the level of expression of the same marker gene(s) in a control sample from a subject having non-metastasized prostate cancer.

[0044] A significantly increased level of expression of one or more of the marker genes in the patient sample, relative to the level in the control sample, is an indication that the patient is afflicted with an aggressive prostate cancer.

[0045] The present invention also includes a method for assessing the indolence of prostate cancer, the method comprising comparing:

[0046] a) the level of expression of a single or plurality of marker genes in a patient sample, wherein at least one such marker gene is selected from the marker genes listed in Tables 1-3D, and

[0047] b) the level of expression of the same marker gene(s) in a control sample from a subject having non-metastasized prostate cancer.

[0048] A significantly decreased level of expression of one or more of the marker genes in the patient sample, relative to the level in the control sample, is an indication that the patient is afflicted with an indolent prostate cancer.

[0049] The invention further relates to a method of assessing the efficacy of a therapy for inhibiting prostate cancer in a patient. This method comprises comparing:

[0050] a) the level of expression of a single or plurality of marker genes in a first sample obtained from the patient prior to providing at least a portion of the therapy to the patient, wherein at least one marker gene(s) is selected from the group consisting of the marker genes listed within Tables 1-3D, and

[0051] b) the level of expression of the same marker gene(s) in a second sample obtained from the patient following provision of the portion of the therapy.

[0052] A significant decreased level of expression of one or more of the marker genes in the second sample, relative to the level in the first sample, is an indication that the therapy is efficacious for inhibiting prostate cancer in the patient.

[0053] It will be appreciated that in this method the “therapy” may be any therapy for treating prostate cancer including, but not limited to, chemotherapy, immunotherapy, gene therapy, radiation therapy and surgical removal of tissue. Thus, the methods of the invention may be used to evaluate a patient before, during and after therapy, for example, to evaluate the reduction in tumor burden.

[0054] The present invention therefore further comprises a method for monitoring the progression of prostate cancer in a patient, the method comprising:

[0055] a) detecting in a patient sample at a first time point, the expression of a single or plurality of marker genes, wherein at least one of the marker genes is selected from the group consisting of the marker genes listed in Tables 1-3D;

[0056] b) repeating step a) at a subsequent time point in time; and

[0057] c) comparing the level of expression of the same marker gene(s) detected in steps a) and b), and therefrom monitoring the progression of prostate cancer in the patient.

[0058] The invention also includes a method of selecting a composition for inhibiting prostate cancer in a patient. This method comprises the steps of:

[0059] a) obtaining a sample comprising cancer cells from the patient;

[0060] b) separately maintaining aliquots of the sample in the presence of a plurality of test compositions;

[0061] c) comparing expression of a single or plurality of marker genes listed within Tables 1-3D in each of the aliquots; and

[0062] d) selecting one of the test compositions which decreases the level of expression of one or more of the marker genes in the aliquot containing that test composition, relative to other test compositions.

[0063] In addition, the invention includes a method of inhibiting prostate cancer in a patient. This method comprises the steps of:

[0064] a) obtaining a sample comprising cancer cells from the patient;

[0065] b) separately maintaining aliquots of the sample in the presence of a plurality of test compositions;

[0066] c) comparing expression of a single or plurality of marker genes listed within Tables 1-3D in each of the aliquots; and

[0067] d) administering to the patient at least one of the test compositions which decreases the level of expression of one or more of the marker genes in the aliquot containing that test composition, relative to other test compositions.

[0068] The invention also includes a kit for assessing whether a patient is afflicted with prostate cancer. This kit comprises reagents for assessing expression of a marker gene listed within Tables 1-3D.

[0069] In another aspect, the invention also relates to a kit for assessing the specific type of metastatic prostate cancer, e.g., cancer that has metastasized to the liver, bone or lymph nodes. For liver metastasis, the kit may comprise reagents for assessing the expression of any of the marker genes 1734-3683 of Table 1 and the marker genes of Table 3A. For bone metastasis, the kit may comprise reagents for assessing the expression of any of the marker genes 3684-5660 of Table 1 and the marker genes of Table 3B. For metastasis to lymph nodes, the kit may comprise reagents for assessing the expression of any of the marker genes 1-1773 and 5661-11617 of Table 1 and the marker genes of Tables 3C-3D.

[0070] In another aspect, the invention relates to a kit for assessing the suitability of each of a plurality of compounds for inhibiting a prostate cancer in a patient. The kit comprises a reagent for assessing expression of a marker gene listed within Tables 1-3D, and may also comprise a plurality of compounds.

[0071] In another aspect, the invention relates to a kit for assessing the presence of prostate cancer cells. This kit comprises an antibody, wherein the antibody binds specifically with a protein or protein fragment corresponding to a marker gene listed within Tables 1-3D. The kit may also comprise a plurality of antibodies, wherein the plurality binds specifically with a protein or protein fragment corresponding to a different marker gene listed within Tables 1-3D.

[0072] The invention also includes a kit for assessing the presence of prostate cancer cells, wherein the kit comprises a nucleic acid probe. The probe binds specifically with a transcribed polynucleotide corresponding to a marker gene listed within Tables 1-3D. The kit may also comprise a plurality of probes, wherein each of the probes binds specifically with a transcribed polynucleotide corresponding to a different marker gene listed within Tables 1-3D.

[0073] The invention further relates to a method of making an isolated hybridoma which produces an antibody useful for assessing whether a patient is afflicted with prostate cancer. The method comprises isolating a protein or protein fragment corresponding to a marker gene listed within Tables 1-3D, immunizing a mammal using the isolated protein or protein fragment, isolating splenocytes from the immunized mammal, fusing the isolated splenocytes with an immortalized cell line to form hybridomas, and screening individual hybridomas for production of an antibody which specifically binds with the protein or protein fragment, to isolate the hybridoma. The invention also includes an antibody produced by this method.

[0074] The invention further includes a method of assessing the prostate carcinogenic potential of a test compound. This method comprises the steps of:

[0075] a) maintaining separate aliquots of prostate cells in the presence and absence of the test compound; and

[0076] b) comparing the level of expression of a single or plurality of marker genes in each of the aliquots, wherein at least one of the marker genes is selected from those listed within Tables 1-3D. A significant increase in the level of expression of one or more of the marker genes in the aliquot maintained in the presence of (or exposed to) the test compound, relative to the level of expression of the same marker gene(s) in the aliquot maintained in the absence of the test compound, is an indication that the test compound possesses prostate carcinogenic potential.

[0077] Additionally, the invention includes a kit for assessing the prostate carcinogenic potential of a test compound. The kit comprises prostate cells and a reagent for assessing expression of a single or plurality of marker genes in each of the aliquots, wherein at least one of the marker genes is selected from those listed within Tables 1-3D.

[0078] The invention further relates to a method of treating a patient afflicted with prostate cancer. This method comprises providing to cells of the patient an antisense oligonucleotide complementary to a polynucleotide corresponding to a marker gene listed within Tables 1-3D, which is over-expressed in prostate cancer cells.

[0079] The invention includes a method of inhibiting prostate cancer in a patient at risk for developing prostate cancer. This method comprises inhibiting expression (or overexpression) of a marker gene listed within Tables 1-3D.

[0080] It will be appreciated that the methods and kits of the present invention may also include known cancer marker genes including known prostate cancer marker genes. It will further be appreciated that the methods and kits may be used to identify cancers other than prostate cancer.

DETAILED DESCRIPTION OF THE INVENTION

[0081] The invention relates to newly discovered correlations between expression of certain marker genes and the cancerous state of prostate cells. It has been discovered that the over expression of individual marker genes and combinations of marker genes described herein correlates with the presence of prostate cancer or the metastatic status and/or potential of such a cancer, or the specific type of metastatic prostate cancer in a patient. Methods are provided for detecting the presence of prostate cancer in a sample, the absence of prostate cancer in a sample, the metastatic potential of a prostate cancer, the specific type of metastic prostate cancer, e.g., metastasis to the liver, bone or lymph nodes, the stage of a prostate cancer, the indolence or aggressiveness of the cancer, and other characteristics of prostate cancer that are relevant to prevention, diagnosis, characterization and therapy of prostate cancer in a patient.

[0082] Definitions

[0083] As used herein, each of the following terms has the meaning associated with it in this section.

[0084] The articles “a” and “an” are used herein to refer to one or to more than one (i.e. to at least one) of the grammatical object of the article. By way of example, “an element” means one element or more than one element.

[0085] A “marker gene” is a gene whose altered level of expression in a tissue or cell from its expression level in normal or healthy tissue or cell is associated with a disease state, such as prostate cancer. A “marker nucleic acid” is a nucleic acid (e.g., mRNA, cDNA) encoded by or corresponding to a marker gene of the invention. Such marker nucleic acids can be DNA (e.g., cDNA) comprising the sequence of any of the sequences of Table 1 or the complement of such sequences. The marker nucleic acids also can be RNA comprising the sequence of any of the sequences of Table 1 or the complement of such sequence, wherein all thymidine residues are replaced with uridine residues. A “marker protein” is a protein encoded by or corresponding to a marker gene of the invention. The terms “protein” and “polypeptide” are used interchangeably.

[0086] As used herein a polynucleotide “corresponds to” another (a first) polynucleotide if it is related to the first polynucleotide by any of the following relationships: The second polynucleotide comprises the first polynucleotide and the second polynucleotide encodes a gene product; 2) The second polynucleotide is 5′ or 3′ to the first polynucleotide in cDNA, RNA, genomic DANA, or fragment of any of these polynucleotides. For example, a second polynucleotide may be a fragment of a gene that includes the first and second polynucleotides. The first and second polynucleotides are related in that they are components of the gene coding for a gene product, such as a protein or antibody. However, it is not necessary that the second polynucleotide comprises or overlaps with the first polynucleotide to be encompassed within the definition of “corresponding to” as used herein. For example, the first polynucleotide may be a fragment of a 3′ untranslated region of the second polynucleotide. The first and second polynucleotide may be fragments of a gene coding for a gene product. The second polynucleotide may be an exon of the gene while the first polynucleotide may be an intron of the gene; 3) The second polynucleotide is the complement of the first polynucleotide.

[0087] The term “probe” refers to any molecule which is capable of selectively binding to a specifically intended target molecule, for example a marker gene of the invention. Probes can be either synthesized by one skilled in the art, or derived from appropriate biological preparations. For purposes of detection of the target molecule, probes may be specifically designed to be labeled, as described herein. Examples of molecules that can be utilized as probes include, but are not limited to, RNA, DNA, cDNA, proteins, antibodies, and organic monomers.

[0088] A “prostate-associated” body fluid is a fluid which, when in the body of a patient, contacts or passes through prostate cells or into which cells or proteins shed from prostate cells are capable of passing. Exemplary prostate-associated body fluids include blood fluids, semen, prostate fluid, lymph and urine.

[0089] The “normal” level of expression of a marker gene is the level of expression of the marker gene in prostate cells or prostate-associated body fluids of a patient, e.g. a human, not afflicted with prostate cancer.

[0090] “Over-expression” of a marker gene refers to expression of the marker gene of a patient at a greater level, respectively, than the normal level of expression of the marker gene (e.g. at least two-fold greater or lesser level).

[0091] As used herein, the term “promoter/regulatory sequence” means a nucleic acid sequence which is required for expression of a gene product operably linked to the promoter/regulatory sequence. In some instances, this sequence may be the core promoter sequence and in other instances, this sequence may also include an enhancer sequence and other regulatory elements which are required for expression of the gene product. The promoter/regulatory sequence may, for example, be one which expresses the gene product in a tissue-specific manner.

[0092] A “constitutive” promoter is a nucleotide sequence which, when operably linked with a polynucleotide which encodes or specifies a gene product, causes the gene product to be produced in a living human cell under most or all physiological conditions of the cell.

[0093] An “inducible” promoter is a nucleotide sequence which, when operably linked with a polynucleotide which encodes or specifies a gene product, causes the gene product to be produced in a living human cell substantially only when an inducer which corresponds to the promoter is present in the cell.

[0094] A “tissue-specific” promoter is a nucleotide sequence which, when operably linked with a polynucleotide which encodes or specifies a gene product, causes the gene product to be produced in a living human cell substantially only if the cell is a cell of the tissue type corresponding to the promoter.

[0095] A “transcribed polynucleotide” is a polynucleotide (e.g. an RNA, a cDNA, or an analog of one of an RNA or cDNA) which is complementary to or homologous with all or a portion of a mature RNA made by transcription of a genomic DNA corresponding to a marker gene of the invention and normal post-transcriptional processing (e.g. splicing), if any, of the transcript.

[0096] “Complementary” refers to the broad concept of sequence complementarity between regions of two nucleic acid strands or between two regions of the same nucleic acid strand. It is known that an adenine residue of a first nucleic acid region is capable of forming specific hydrogen bonds (“base pairing”) with a residue of a second nucleic acid region which is antiparallel to the first region if the residue is thymine or uracil. Similarly, it is known that a cytosine residue of a first nucleic acid strand is capable of base pairing with a residue of a second nucleic acid strand which is antiparallel to the first strand if the residue is guanine. A first region of a nucleic acid is complementary to a second region of the same or a different nucleic acid if, when the two regions are arranged in an antiparallel fashion, at least one nucleotide residue of the first region is capable of base pairing with a residue of the second region. Preferably, the first region comprises a first portion and the second region comprises a second portion, whereby, when the first and second portions are arranged in an antiparallel fashion, at least about 50%, and preferably at least about 75%, at least about 90%, or at least about 95% of the nucleotide residues of the first portion are capable of base pairing with nucleotide residues in the second portion. More preferably, all nucleotide residues of the first portion are capable of base pairing with nucleotide residues in the second portion.

[0097] “Homologous” as used herein, refers to nucleotide sequence similarity between two regions of the same nucleic acid strand or between regions of two different nucleic acid strands. Homology between two regions is expressed in terms of the proportion of nucleotide residue positions of the two regions that are occupied by the same nucleotide residue. By way of example, a region having the nucleotide sequence 5′-ATTGCC-3′ and a region having the nucleotide sequence 5′-TATGGC-3′ share 50% homology. Preferably, the first region comprises a first portion and the second region comprises a second portion, whereby, at least about 50%, and preferably at least about 75%, at least about 90%, or at least about 95% of the nucleotide residue positions of each of the portions are occupied by the same nucleotide residue. More preferably, all nucleotide residue positions of each of the portions are occupied by the same nucleotide residue.

[0098] A marker gene is “fixed” to a substrate if it is covalently or non-covalently associated with the substrate such that the substrate can be rinsed with a fluid (e.g. standard saline citrate, pH 7.4) without a substantial fraction of the marker gene dissociating from the substrate.

[0099] As used herein, a “naturally-occurring” nucleic acid molecule refers to an RNA or DNA molecule having a nucleotide sequence that occurs in nature.

[0100] Expression of a marker gene in a patient is “significantly” higher than the control (e.g., normal) level of expression of a marker gene if the level of expression of the marker gene is greater than the control level by an amount greater than the standard error of the assay employed to assess expression, and preferably at least twice, and more preferably three, four, five or ten times that amount. Alternately, expression of the marker gene in the patient can be considered “significantly” higher or lower than the control level of expression if the level of expression is at least about two, and preferably at least about three, four, or five times, higher or lower, respectively, than the control level of expression of the marker gene.

[0101] Prostate cancer is “inhibited” if at least one symptom of the cancer is alleviated, terminated, slowed, or prevented. As used herein, prostate cancer is also “inhibited” if recurrence or metastasis of the cancer is reduced, slowed, delayed, or prevented.

[0102] A kit is any manufacture (e.g. a package or container) comprising at least one reagent, e.g. a probe, for specifically detecting a marker gene of the invention, the manufacture being promoted, distributed, or sold as a unit for performing the methods of the present invention.

[0103] Description

[0104] The present invention is based, in part, on identification of marker genes which are over-expressed in metastatic prostate cancer cells when compared with normal prostate cells and/or non-metastatic prostate cancer cells. The present invention is also based, in part, on identification of marker genes which are indicative of the specific type of metastatic prostate cancer e.g., metastasis to the liver, bone or lymph nodes.

[0105] The over-expression of one or more of these marker genes in metastasized prostate cells is herein correlated with the metastatic state of the prostate cancer. The invention thus includes compositions, kits, and methods for assessing the cancerous state of prostate cells (e.g. cells obtained from a human, cultured human cells, archived or preserved human cells and in vivo cells) and/or the metastatic state of prostate cancer.

[0106] The compositions, kits, and methods of the invention have the following uses, among others:

[0107] 1) assessing whether a patient is afflicted with prostate cancer;

[0108] 2) assessing the stage of prostate cancer in a human patient;

[0109] 3) assessing the grade of prostate cancer in a patient;

[0110] 4) assessing the benign or malignant nature of prostate cancer in a patient;

[0111] 5) assessing the metastatic status and/or potential of prostate cancer in a patient;

[0112] 6) identifying the specific type of metastatic prostate cancer, e.g., that metastasized to the liver, bone or lymph nodes.

[0113] 7) assessing the histological type of neoplasm (e.g. Adenocarcinoma) associated with prostate cancer in a patient;

[0114] 8) assessing the indolent or aggressive nature of prostate cancer in a patient;

[0115] 9) making an isolated hybridoma which produces an antibody useful for assessing whether a patient is afflicted with prostate cancer;

[0116] 10) assessing the presence of prostate cancer cells;

[0117] 11) assessing the efficacy of one or more test compounds for inhibiting prostate cancer in a patient;

[0118] 12) assessing the efficacy of a therapy for inhibiting prostate cancer in a patient;

[0119] 13) monitoring the progression of prostate cancer in a patient;

[0120] 14) selecting a composition or therapy for inhibiting prostate cancer in a patient;

[0121] 15) treating a patient afflicted with prostate cancer;

[0122] 16) inhibiting prostate cancer in a patient;

[0123] 17) assessing the prostate carcinogenic potential of a test compound; and

[0124] 18) inhibiting prostate cancer in a patient at risk for developing prostate cancer.

[0125] The invention thus includes a method of assessing whether a patient is afflicted with prostate cancer which includes assessing whether the patient has metastasized prostate cancer. This method comprises comparing the level of expression of a marker gene in a patient sample and the level of expression of the marker gene in a control, e.g., a non-metastasized prostate cancer sample. A significant increase between the level of expression of the marker gene in the patient sample and the control level is an indication that the patient is afflicted with metastasized prostate cancer. The marker gene is selected from the group consisting of the marker genes listed within Tables 1-3D. Although one or more molecules corresponding to the marker genes listed within Tables 1-3D may have been described by others, the significance of the level of expression of these marker genes with regard to the cancerous state of prostate cells, or specific type of metastatic cancer, has not previously been recognized.

[0126] The invention also encompasses polynucleotides which differ from that of the polynucleotides described herein, but which produce the same phenotypic effect, such as an allelic variant. These altered, but phenotypically equivalent polynucleotides are referred to as “equivalent nucleic acids.” This invention also encompasses polynucleotides characterized by changes in non-coding regions that do not alter the polypeptide produced therefrom when compared to the polynucleotide herein. This invention further encompasses polynucleotides, which hybridize to the polynucleotides of the subject invention under conditions of moderate or high stringency. Alternatively, the polynucleotides are at least 85%, or at least 90%, or more preferably, greater or equal to 95% identical as determined by a sequence alignment program when run under default parameters.

[0127] Table 1 shows the accession number (“Ace. No.”) and corresponding GenBank GI number (“GI No.”) for the marker genes of the present invention that were identified through subtracted library experiments described herein, using metastatic prostate cancer samples as a source of RNA. Table 2 includes sequences, identified as SEQ ID NOS: 1-15, for the marker genes of Table 1, which are found in published international applications.

[0128] Tables 3A-3D list marker genes identified through transcriptional profiling, that were expressed at least 2-fold or greater in the following sample comparisons:

[0129] a) liver metastasis samples, i.e. prostate cancer that had metastasized to the liver, compared to primary prostate tumor samples of good clinical outcome (i.e. tumor samples that were not metastatic) and normal lymph nodes, normal liver and normal prostate samples (Table 3A, “Liver Mets”).

[0130] b) bone metastasis samples, i.e. prostate cancer that had metastasized to the bone, compared to primary prostate tumor samples of good clinical outcome and normal lymph nodes, normal liver and normal prostate samples (Table 3B, “Bone Mets”).

[0131] c) lymph node metastasis from two different sample sources, i.e. prostate cancer that had metastasized to the lymph nodes, compared to primary prostate tumor samples of good clinical outcome and normal lymph nodes and normal prostate samples (Table 3C, “Nodes 1” and Table 3D, “Nodes 2”).

[0132] Any marker gene or combination of marker genes listed within Tables 1-3D, as well as any known marker genes in combination with the marker genes set forth within Tables 1-3D, may be used in the compositions, kits, and methods of the present invention. In general, it is preferable to use marker genes for which the increase in the level of expression of the marker gene in prostate cancer cells or prostate-associated body fluids, as compared to the level of expression of the same marker gene in normal prostate cells or prostate-associated body fluids is as great as possible. Although this increase can be as small as the limit of detection of the method for assessing expression of the marker gene, it is preferred that the increase be at least greater than the standard error of the assessment method, and preferably an increase of at least 2-, 3-, 4-, 5-, 6-, 7-, 8-, 9-, 10-, 15-, 20-, 25-, 100-, 500-, 1000-fold or greater.

[0133] It will be appreciated that patient samples containing prostate cells may be used in the methods of the present invention. In these embodiments, the level of expression of the marker gene can be assessed by assessing the amount (e.g. absolute amount or concentration) of the marker gene in a prostate cell sample, e.g., prostate tissue sample obtained from a patient. The cell sample can, of course, be subjected to a variety of well-known post-collection preparative and storage techniques (e.g. fixation, storage, freezing, lysis, homogenization, DNA or RNA extraction, ultrafiltration, concentration, evaporation, centrifugation, etc.) prior to assessing the amount of the marker gene in the sample.

[0134] It will also be appreciated that certain marker genes correspond to proteins which are secreted from prostate cells (i.e. one or both of normal and cancerous cells) to the extracellular space surrounding the cells. These marker genes are preferably used in certain embodiments of the compositions, kits, and methods of the invention, owing to the fact that the protein corresponding to each of these marker genes can be detected in a prostate-associated body fluid sample. In addition, preferred in vivo techniques for detection of a protein corresponding to a marker gene of the invention include introducing into a subject a labeled antibody directed against the protein. For example, the antibody can be labeled with a radioactive marker gene whose presence and location in a subject can be detected by standard imaging techniques.

[0135] Although not every marker gene corresponding to a secreted protein is indicated as such herein, it is a simple matter for the skilled artisan to determine whether any particular marker gene corresponds to a secreted protein. In order to make this determination, the protein corresponding to a marker gene is expressed in a test cell (e.g. a cell of a prostate cell line), extracellular fluid is collected, and the presence or absence of the protein in the extracellular fluid is assessed (e.g. using a labeled antibody which binds specifically with the protein).

[0136] The following is an example of a method which can be used to detect secretion of a protein corresponding to a marker gene of the invention. About 8×10⁵ 293T cells are incubated at 37° C. in wells containing growth medium (Dulbecco's modified Eagle's medium {DMEM} supplemented with 10% fetal bovine serum) under a 5% (v/v) CO₂, 95% air atmosphere to about 60-70% confluence. The cells are then transfected using a standard transfection mixture comprising 2 micrograms of DNA comprising an expression vector encoding the protein and 10 microliters of LipofectAMINE™ (GIBCO/BRL Catalog no. 18342-012) per well. The transfection mixture is maintained for about 5 hours, and then replaced with fresh growth medium and maintained in an air atmosphere. Each well is gently rinsed twice with DMEM which does not contain methionine or cysteine (DMEM-MC; ICN Catalog no. 16-424-54). About 1 milliliter of DMEM-MC and about 50 microcuries of Trans-³⁵S™ reagent (ICN Catalog no. 51006) are added to each well. The wells are maintained under the 5% CO₂ atmosphere described above and incubated at 37° C. for a selected period. Following incubation, 150 microliters of conditioned medium is removed and centrifuged to remove floating cells and debris. The presence of the protein in the supernatant is an indication that the protein is secreted.

[0137] Examples of prostate-associated body fluids include blood fluids (e.g. whole blood, blood serum, blood having platelets removed therefrom, lymph, urine, prostatic fluid and semen. Many prostate-associated body fluids (i.e. usually excluding urine) can have prostate cells therein, particularly when the prostate cells are cancerous, and, more particularly, when the prostate cancer is metastasizing. Cell-containing fluids which can contain prostate cancer cells include, but are not limited to, whole blood, blood having platelets removed therefrom, lymph, prostatic fluid, and semen. Thus, the compositions, kits, and methods of the invention can be used to detect expression of marker genes corresponding to proteins having at least one portion which is displayed on the surface of cells which express it. Although the proteins having at least one cell-surface portion are not set forth herein, it is a simple matter for the skilled artisan to determine whether the protein corresponding to any particular marker gene comprises a cell-surface protein. For example, immunological methods may be used to detect such proteins on whole cells, or well known computer-based sequence analysis methods (e.g. the SIGNALP program; Nielsen et al., 1997, Protein Engineering 10:1-6) may be used to predict the presence of at least one extracellular domain (i.e. including both secreted proteins and proteins having at least one cell-surface domain). Expression of a marker gene corresponding to a protein having at least one portion which is displayed on the surface of a cell which expresses it may be detected without necessarily lysing the cell (e.g. using a labeled antibody which binds specifically with a cell-surface domain of the protein).

[0138] Expression of a marker gene of the invention may be assessed by any of a wide variety of well known methods for detecting expression of a transcribed molecule or protein. Non-limiting examples of such methods include immunological methods for detection of secreted, cell-surface, cytoplasmic, or nuclear proteins, protein purification methods, protein function or activity assays, nucleic acid hybridization methods, nucleic acid reverse transcription methods, and nucleic acid amplification methods.

[0139] In another preferred embodiment, expression of a marker gene is assessed using an antibody (e.g. a radio-labeled, chromophore-labeled, fluorophore-labeled, or enzyme-labeled antibody), an antibody derivative (e.g. an antibody conjugated with a substrate or with the protein or ligand of a protein-ligand pair {e.g. biotin-streptavidin} or an antibody fragment (e.g. a single-chain antibody, an isolated antibody hypervariable domain, etc.) which binds specifically with a protein or protein fragment corresponding to the marker gene, such as the protein encoded by the open reading frame corresponding to the marker gene or such a protein which has undergone all or a portion of its normal post-translational modification.

[0140] In another preferred embodiment, expression of a marker gene is assessed by preparing mRNA/cDNA (i.e. a transcribed polynucleotide) from cells in a patient sample, and by hybridizing the mRNA/cDNA with a reference polynucleotide which is a complement of a polynucleotide comprising the marker gene, and fragments thereof. cDNA can, optionally, be amplified using any of a variety of polymerase chain reaction methods prior to hybridization with the reference polynucleotide. Expression of one or more marker genes can likewise be detected using quantitative PCR to assess the level of expression of the marker gene(s). Alternatively, any of the many known methods of detecting mutations or variants (e.g. single nucleotide polymorphisms, deletions, etc.) of a marker gene of the invention may be used to detect occurrence of a marker gene in a patient.

[0141] In a related embodiment, a mixture of transcribed polynucleotides obtained from the sample is contacted with a substrate having fixed thereto a polynucleotide complementary to or homologous with at least a portion (e.g. at least 7, 10, 15, 20, 25, 30, 40, 50, 100, 500, or more nucleotide residues) of a marker gene of the invention. If polynucleotides complementary to or homologous with a marker gene of the invention are differentially detectable on the substrate (e.g. detectable using radioactivity, different chromophores or fluorophores), are fixed to different selected positions, then the levels of expression of a plurality of marker genes can be assessed simultaneously using a single substrate (e.g. a “gene chip” microarray of polynucleotides fixed at selected positions). When a method of assessing marker gene expression is used which involves hybridization of one nucleic acid with another, it is preferred that the hybridization be performed under stringent hybridization conditions.

[0142] Because the compositions, kits, and methods of the invention rely on detection of an increase in expression levels of one or more marker genes of the invention, it is preferable that the level of expression of the marker gene is significantly greater than the minimum detection limit of the method used to assess expression in at least one of normal prostate cells and cancerous prostate cells.

[0143] It is understood that by routine screening of additional patient samples using one or more of the marker genes of the invention, it will be realized that certain of the marker genes are over- or underexpressed in cancers of various types, including specific prostate cancers, as well as other cancers such as ovarian cancers. For example, it will be confirmed that some of the marker genes of the invention are over-expressed in most (i.e. 50% or more) or substantially all (i.e. 80% or more) of prostate cancer. Furthermore, it will be confirmed that certain of the marker genes of the invention are associated with prostate cancer of various stages.

[0144] It will be appreciated that as a greater number of patient samples are assessed for expression of the marker genes of the invention and the outcomes of the individual patients from whom the samples were obtained are correlated, it will also be confirmed that increased expression of certain of the marker genes of the invention are strongly correlated with malignant cancers and that decreased expression of other marker genes of the invention are strongly correlated with benign tumors. It will also be confirmed that increased expression of certain of the marker genes of the invention are strongly correlated with specific types of metastatic prostate cancers (e.g., metastasis to the liver, bone or lymph nodes). The compositions, kits, and methods of the invention are thus useful for characterizing one or more of the stage, grade, histological type, metastatic type, metastatic potential, indolent vs. aggressive phenotype and benign/malignant nature of prostate cancer in patients.

[0145] When the compositions, kits, and methods of the invention are used for characterizing one or more of the stage, grade, histological type, metastatic potential, indolent vs. aggressive phenotype and benign/malignant nature of prostate cancer in a patient, it is preferred that the marker gene or panel of marker genes of the invention is selected such that a positive result is obtained in at least about 20%, and preferably at least about 40%, 60%, or 80%, and more preferably in substantially all patients afflicted with a prostate cancer of the corresponding stage, grade, histological type, metastatic potential, indolent vs. aggressive phenotype or benign/malignant nature. Preferably, the marker gene or panel of marker genes of the invention is selected such that a positive predictive value (PPV) of greater than about 10% is obtained for the general population.

[0146] When a plurality of marker genes of the invention are used in the compositions, kits, and methods of the invention, the level of expression of each marker gene in a patient sample can be compared with the normal level of expression of each of the plurality of marker genes in non-cancerous samples of the same type, either in a single reaction mixture (i.e. using reagents, such as different fluorescent probes, for each marker gene or a mixture of similarly labeled probes to access a plurality of marker genes that are fixed to a single substrate at different positions) or in individual reaction mixtures corresponding to one or more of the marker genes. In one embodiment, a significantly enhanced level of expression of more than one of the plurality of marker genes in the sample, relative to the corresponding normal levels, is an indication that the patient is afflicted with prostate cancer. When a plurality of marker genes is used, it is preferred that 2, 3, 4, 5, 8, 10, 12, 15, 20, 30, or 50 or more individual marker genes be used, wherein fewer marker genes are preferred.

[0147] In order to maximize the sensitivity of the compositions, kits, and methods of the invention (i.e. by interference attributable to cells of non-prostate origin in a patient sample), it is preferable that the marker gene of the invention used therein be a marker gene which has a restricted tissue distribution, e.g., normally not expressed in non-prostate tissue.

[0148] Only a small number of marker genes are known to be associated with prostate cancers (e.g. PSA, PSMA, PAP, PCA3, PCTA-1, PSCA and STEAP). These marker genes are not, of course, included among the marker genes of the invention, although they may be used together with one or more marker genes of the invention in a panel of marker genes, for example. It is well known that certain types of genes, such as oncogenes, tumor suppressor genes, growth factor-like genes, protease-like genes, and protein kinase-like genes are often involved with development of cancers of various types. Thus, among the marker genes of the invention, use of those which correspond to proteins which resemble known proteins encoded by known oncogenes and tumor suppressor genes, and those which correspond to proteins which resemble growth factors, proteases, and protein kinases are preferred.

[0149] Known oncogenes and tumor suppressor genes include, for example, abl, abr, akT2NO, apc, bcl2α, bcl2β, bcl3, bcr, brca1, brca2, cbl, ccnd1, cdc42, cdk4, crk-II, csflr/fms, dbl, dcc, dpc4/smad4, e-cad, e2f/rbap, egfr/erbb-1, elk1, elk3, eph, erg, ets1, ets2, fer, fgr/src2, fli1/ergb2, fos, fps/fes, fra1, fra2, fyn, hck, hek, her2/erbb-2/neu, her3/erbb-3, her4/erbb-4, hras1, hsT2NO, hstf1, igfbp2, ink4a, ink4b, inT2NO/fgf3, jun, junb, jund, kip2, kit, kras2a, kras2b, lck, lyn, mas, max, mcc, mdm2, met, mlh1, mmp10, mos, msh2, msh3, msh6, myb, myba, mybb, myc, mycl1, mycn, nf1, nf2, nme2, nras, p53, pdgfb, phb, pim1, pms1, pms2, ptc, pten, raf1, rap1a, rb1, rel, ret, ros1, ski, src1, tal1, tgfbr2, tgfb3, tgfbr3, thra1, thrb, tiam1, timp3, typ1, tp53, trk, vav, vh1, vil2, waf1, wnt1, wnT2NO, wt1, and yes1 (Hesketh, 1997, In: The Oncogene and Tumour Suppressor Gene Facts Book, 2nd Ed., Academic Press; Fishel et al., 1994, Science 266:1403-1405).

[0150] Known growth factors include platelet-derived growth factor alpha, platelet-derived growth factor beta (simian sarcoma viral {v-sis} oncogene homolog), o thrombopoietin (myeloproliferative leukemia virus oncogene ligand, megakaryocyte growth and development factor), erythropoietin, B cell growth factor, macrophage stimulating factor 1 (hepatocyte growth factor-like protein), hepatocyte growth factor (hepapoietin A), insulin-like growth factor 1 (somatomedia C), hepatoma-derived growth factor, amphiregulin (schwannoma-derived growth factor), bone morphogenetic proteins 1, 2, 3, 3 beta, and 4, bone morphogenetic protein 7 (osteogenic protein 1), bone morphogenetic protein 8 (osteogenic protein 2), connective tissue growth factor, connective tissue activation peptide 3, epidermal growth factor (EGF), teratocarcinoma-derived growth factor 1, endothelin, endothelin 2, endothelin 3, stromal cell-derived factor 1, vascular endothelial growth factor (VEGF), VEGF-B, VEGF-C, placental growth factor (vascular endothelial growth factor-related protein), transforming growth factor alpha, transforming growth factor beta 1 and its precursors, transforming growth factor beta 2 and its precursors, fibroblast growth factor 1 (acidic), fibroblast growth factor 2 (basic), fibroblast growth factor 5 and its precursors, fibroblast growth factor 6 and its precursors, fibroblast growth factor 7 (keratinocyte growth factor), fibroblast growth factor 8 (androgen-induced), fibroblast growth factor 9 (glia-activating factor), pleiotrophin (heparin binding growth factor 8, neurite growth-promoting factor 1), brain-derived neurotrophic factor, and recombinant glial growth factor 2.

[0151] Known proteases include interleukin-1 beta convertase and its precursors, Mch6 and its precursors, Mch2 isoform alpha, Mch4, Cpp32 isoform alpha, Lice2 gamma cysteine protease, Ich-1S, Ich-1L, Ich-2 and its precursors, TY protease, matrix metalloproteinase 1 (interstitial collagenase), matrix metalloproteinase 2 (gelatinase A, 72 kD gelatinase, 72 kD type IV collagenase), matrix metalloproteinase 7 (matrilysin), matrix metalloproteinase 8 (neutrophil collagenase), matrix metalloproteinase 12 (macrophage elastase), matrix metalloproteinase 13 (collagenase 3), metallopeptidase 1, cysteine-rich metalloprotease (disintegrin) and its precursors, subtilisin-like protease Pc8 and its precursors, chymotrypsin, snake venom-like protease, cathepsin 1, cathepsin D (lysosomal aspartyl protease), stromelysin, aminopeptidase N, plasminogen, tissue plasminogen activator, plasminogen activator inhibitor type II, and urokinase-type plasminogen activator.

[0152] Known protein kinases include DAP kinase, serine/threonine protein kinases NIK, PK428, Krs-2, SAK, and EMK, interferon-inducible double stranded RNA dependent protein kinase, FAST kinase, AIM1, IPL1-like midbody-associated protein kinase-1, NIMA-like protein kinase 1 (NLK1), the cyclin-dependent kinases (cdk1-10), checkpoint kinase Chk1, Nek3 protein kinase, BMK1 beta kinase, Clk1, Clk2, Clk3, extracellular signal-regulated kinases 1, 3, and 6, cdc28 protein kinase 1, cdc28 protein kinase 2, pLK, Myt1, c-Jun N-terminal kinase 2, Cam kinase 1, the MAP kinases, insulin-stimulated protein kinase 1, beta-adrenergic receptor kinase 2, ribosomal protein S6 kinase, kinase suppressor of ras-1 (KSR1), putative serine/threonine protein kinase Prk, PkB kinase, cAMP-dependent protein kinase, cGMP-dependent protein kinase, type II cGMP-dependent protein kinase, protein kinases Dyrk2, Dyrk3, and Dyrk4, Rho-associated coiled-coil containing protein kinase p160ROCK, protein tyrosine kinase t-Ror1, Ste20-related kinases, cell adhesion kinase beta, protein kinase 3, stress-activated protein kinase 4, protein kinase Zpk, serine kinase hPAK65, dual specificity mitogen-activated protein kinases 1 and 2, casein kinase I gamma 2, p21-activated protein kinase Pak1, lipid-activated protein kinase PRK2, focal adhesion kinase, dual-specificity tyrosine-phosphorylation regulated kinase, myosin light chain kinase, serine kinases SRPK2, TESK1, and VRK2, B lymphocyte serine/threonine protein kinase, stress-activated protein kinases JNK1 and JNK2, phosphorylase kinase, protein tyrosine kinase Tec, Jak2 kinase, protein kinase Ndr, MEK kinase 3, SHB adaptor protein (a Src homology 2 protein), agammaglobulinaemia protein-tyrosine kinase (Atk), protein kinase ATR, guanylate kinase 1, thrombopoeitin receptor and its precursors, DAG kinase epsilon, and kinases encoded by oncogenes or viral oncogenes such as v-fgr (Gardner-Rasheed), v-abl (Abelson murine leukemia viral oncogene homolog 1), v-arg (Abelson murine leukemia viral oncogene homolog, Abelson-related gene), v-fes and v-fps (feline sarcoma viral oncogene and Fujinami avian sarcoma viral oncogene homologs), proto-oncogene c-cot, oncogene pim-1, and oncogene mas1.

[0153] It is recognized that the compositions, kits, and methods of the invention will be of particular utility to patients having an enhanced risk of developing prostate cancer and their medical advisors. Patients recognized as having an enhanced risk of developing prostate cancer include, for example, patients having a familial history of prostate cancer, patients identified as having a mutant oncogene (i.e. at least one allele), and patients determined through any other established medical criteria to be at risk for cancer or other malignancy.

[0154] The level of expression of a marker gene in normal (i.e. non-cancerous) human prostate tissue can be assessed in a variety of ways. In one embodiment, this normal level of expression is assessed by assessing the level of expression of the marker gene in a portion of prostate cells which appears to be non-cancerous and by comparing this normal level of expression with the level of expression in a portion of the prostate cells which is suspected of being cancerous. For example, the normal level of expression of a marker gene may be assessed using a non-affected portion of the prostate and this normal level of expression may be compared with the level of expression of the same marker gene in an affected portion of the prostate. Alternately, and particularly as further information becomes available as a result of routine performance of the methods described herein, population-average values for normal expression of the marker genes of the invention may be used. In other embodiments, the ‘normal’ level of expression of a marker gene may be determined by assessing expression of the marker gene in a patient sample obtained from a non-cancer-afflicted patient, from a patient sample obtained from a patient before the suspected onset of prostate cancer in the patient, from archived patient samples, and the like.

[0155] The invention includes compositions, kits, and methods for assessing the presence of prostate cancer cells in a sample (e.g. an archived tissue sample or a sample obtained from a patient). These compositions, kits, and methods are substantially the same as those described above, except that, where necessary, the compositions, kits, and methods are adapted for use with samples other than patient samples. For example, when the sample to be used is a parafinized, archived human tissue sample, it can be necessary to adjust the ratio of compounds in the compositions of the invention, in the kits of the invention, or the methods used to assess levels of marker gene expression in the sample. Such methods are well known in the art and within the skill of the ordinary artisan.

[0156] The invention includes a kit for assessing the presence of prostate cancer cells (e.g. in a sample such as a patient sample). The kit comprises a plurality of reagents, each of which is capable of binding specifically with a nucleic acid or polypeptide corresponding to a marker gene of the invention. Suitable reagents for binding with a polypeptide corresponding to a marker gene of the invention include antibodies, antibody derivatives, antibody fragments, and the like. Suitable reagents for binding with a nucleic acid (e.g. a genomic DNA, an mRNA, a spliced mRNA, a cDNA, or the like) include complementary nucleic acids. For example, the nucleic acid reagents may include oligonucleotides (labeled or non-labeled) fixed to a substrate, labeled oligonucleotides not bound with a substrate, pairs of PCR primers, molecular beacon probes, and the like.

[0157] The kit of the invention may optionally comprise additional components useful for performing the methods of the invention. By way of example, the kit may comprise fluids (e.g. SSC buffer) suitable for annealing complementary nucleic acids or for binding an antibody with a protein with which it specifically binds, one or more sample compartments, an instructional material which describes performance of a method of the invention, a sample of normal prostate cells, a sample of prostate cancer cells, and the like.

[0158] The invention also includes a method of making an isolated hybridoma which produces an antibody useful for assessing whether a patient is afflicted with prostate cancer. In this method, a protein or protein fragment corresponding to a marker gene of the invention is isolated (e.g. by purification from a cell in which it is expressed or by transcription and translation of a nucleic acid encoding the protein in vivo or in vitro using known methods). A vertebrate, preferably a mammal such as a mouse, rat, rabbit, or sheep, is immunized using the isolated protein or protein fragment. The vertebrate may optionally (and preferably) be immunized at least one additional time with the isolated protein or protein fragment, so that thevertebrate exhibits a robust immune response to the protein or protein fragment. Splenocytes are isolated from the immunized vertebrate and fused with an immortalized cell line to form hybridomas, using any of a variety of methods well known in the art. Hybridomas formed in this manner are then screened using standard methods to identify one or more hybridomas which produce an antibody which specifically binds with the protein or protein fragment. The invention also includes hybridomas made by this method and antibodies made using such hybridomas.

[0159] The invention also includes a method of assessing the efficacy of a test compound for inhibiting prostate cancer cells. As described above, increases in the level of expression of the marker genes of the invention correlate with the cancerous state of prostate cells. Although it is recognized that changes in the levels of expression of certain of the marker genes of the invention likely result from the cancerous state of prostate cells, it is likewise recognized that changes in the levels of expression of other of the marker genes of the invention induce, maintain, and promote the cancerous state of those cells. Thus, compounds which inhibit prostate cancer in a patient will cause the level of expression of one or more of the marker genes of the invention to change to a level nearer the normal level of expression for that marker gene (i.e. the level of expression for the marker gene in non-cancerous prostate cells).

[0160] This method thus comprises comparing expression of a marker gene in a first prostate cell sample and maintained in the presence of the test compound and expression of the marker gene in a second prostate cell sample and maintained in the absence of the test compound. A significant decreased level of expression of a marker gene listed within Tables 1-3D is an indication that the test compound inhibits prostate cancer. The prostate cell samples may, for example, be aliquots of a single sample of normal prostate cells obtained from a patient, pooled samples of normal prostate cells obtained from a patient, cells of a normal prostate cell line, aliquots of a single sample of prostate cancer cells obtained from a patient, pooled samples of prostate cancer cells obtained from a patient, cells of a prostate cancer cell line, or the like. In one embodiment, the samples are prostate cancer cells obtained from a patient and a plurality of compounds known to be effective for inhibiting various prostate cancers are tested in order to identify the compound which is likely to best inhibit the prostate cancer in the patient.

[0161] This method may likewise be used to assess the efficacy of a therapy for inhibiting prostate cancer in a patient. In this method, the level of expression of one or more marker genes of the invention in a pair of samples (one subjected to the therapy, the other not subjected to the therapy) is assessed. As with the method of assessing the efficacy of test compounds, if the therapy induces a significant decrease in the level of expression of a marker gene listed within Tables 1-3D then the therapy is efficacious for inhibiting prostate cancer. As above, if samples from a selected patient are used in this method, then alternative therapies can be assessed in vitro in order to select a therapy most likely to be efficacious for inhibiting prostate cancer in the patient.

[0162] As described herein, prostate cancer in patients is associated with an increased level of expression of one or more marker genes listed within Tables 1-3D. While, as discussed above, some of these changes in expression level result from occurrence of the prostate cancer, others of these changes induce, maintain, and promote the cancerous state of prostate cancer cells. Thus, prostate cancer characterized by an increased the level of expression of one or more marker genes listed within Tables 1-3D can be controlled or suppressed by decreasing expression of those marker genes.

[0163] Expression of a marker gene listed within Tables 1-3D can be inhibited in a number of ways generally known in the art. For example, an antisense oligonucleotide can be provided to the prostate cancer cells in order to inhibit transcription, translation, or both, of the marker gene(s). Alternately, a polynucleotide encoding an antibody, an antibody derivative, or an antibody fragment, and operably linked with an appropriate promoter/regulator region, can be provided to the cell in order to generate intracellular antibodies which will inhibit the function or activity of the protein corresponding to the marker gene(s). Using the methods described herein, a variety of molecules, particularly including molecules sufficiently small that they are able to cross the cell membrane, can be screened in order to identify molecules which inhibit expression of the marker gene(s). The compound so identified can be provided to the patient in order to inhibit expression of the marker gene(s) in the prostate cancer cells of the patient.

[0164] Expression of a marker gene listed within Tables 1-3D can be enhanced in a number of ways generally known in the art. For example, a polynucleotide encoding the marker gene and operably linked with an appropriate promoter/regulator region can be provided to prostate cancer cells of the patient in order to induce enhanced expression of the protein (and mRNA) corresponding to the marker gene therein. Alternatively, if the protein is capable of crossing the cell membrane, inserting itself in the cell membrane, or is normally a secreted protein, then expression of the protein can be enhanced by providing the protein (e.g. directly or by way of the bloodstream or another prostate-associated fluid) to prostate cancer cells in the patient.

[0165] As described above, the cancerous state of human prostate cells is correlated with changes in the levels of expression of the marker genes of the invention. Thus, compounds which increase expression of one or more of the marker genes listed within Tables 1-3D can induce prostate cell carcinogenesis. The invention thus includes a method for assessing the human prostate cell carcinogenic potential of a test compound. This method comprises maintaining separate aliquots of human prostate cells in the presence and absence of the test compound. Expression of a marker gene of the invention in each of the aliquots is compared. A significant increase in the level of expression of a marker gene listed within Tables 1-3D in the aliquot maintained in the presence of the test compound (relative to the aliquot maintained in the absence of the test compound) is an indication that the test compound possesses human prostate cell carcinogenic potential. The relative carcinogenic potentials of various test compounds can be assessed by comparing the degree of enhancement or inhibition of the level of expression of the relevant marker genes, by comparing the number of marker genes for which the level of expression is enhanced or inhibited, or by comparing both.

[0166] Various aspects of the invention are described in further detail in the following subsections.

[0167] I. Isolated Nucleic Acid Molecules

[0168] One aspect of the invention pertains to isolated nucleic acid molecules that correspond to a marker gene of the invention, including nucleic acids which encode a polypeptide corresponding to a marker gene of the invention or a portion of such a polypeptide. Isolated nucleic acids of the invention also include nucleic acid molecules sufficient for use as hybridization probes to identify nucleic acid molecules that correspond to a marker gene of the invention, including nucleic acids which encode a polypeptide corresponding to a marker gene of the invention, and fragments of such nucleic acid molecules, e.g., those suitable for use as PCR primers for the amplification or mutation of nucleic acid molecules. As used herein, the term “nucleic acid molecule” is intended to include DNA molecules (e.g., cDNA or genomic DNA) and RNA molecules (e.g., mRNA) and analogs of the DNA or RNA generated using nucleotide analogs. The nucleic acid molecule can be single-stranded or double-stranded, but preferably is double-stranded DNA.

[0169] An “isolated” nucleic acid molecule is one which is separated from other nucleic acid molecules which are present in the natural source of the nucleic acid molecule. Preferably, an “isolated” nucleic acid molecule is free of sequences (preferably protein-encoding sequences) which naturally flank the nucleic acid (i.e., sequences located at the 5′ and 3′ ends of the nucleic acid) in the genomic DNA of the organism from which the nucleic acid is derived. For example, in various embodiments, the isolated nucleic acid molecule can contain less than about 5 kB, 4 kB, 3 kB, 2 kB, 1 kB, 0.5 kB or 0.1 kB of nucleotide sequences which naturally flank the nucleic acid molecule in genomic DNA of the cell from which the nucleic acid is derived. Moreover, an “isolated” nucleic acid molecule, such as a cDNA molecule, can be substantially free of other cellular material, or culture medium when produced by recombinant techniques, or substantially free of chemical precursors or other chemicals when chemically synthesized.

[0170] A nucleic acid molecule of the present invention, e.g., a nucleic acid encoding a protein corresponding to a marker gene listed in one or more of Tables 1-3D, can be isolated using standard molecular biology techniques and the sequence information in the database records described herein. Using all or a portion of such nucleic acid sequences, nucleic acid molecules of the invention can be isolated using standard hybridization and cloning techniques (e.g., as described in Sambrook et al., ed., Molecular Cloning: A Laboratory Manual, 2nd ed., Cold Spring Harbor Laboratory Press, Cold Spring Harbor, N.Y., 1989).

[0171] A process for identifying a larger fragment or the full-length coding sequence of a marker gene of the present invention is thus also provided. Any conventional recombinant DNA techniques applicable for isolating polynucleotides may be employed. One such method involves the 5′-RACE-PCR technique, in which the poly-A mRNA that contains the coding sequence of particular interest is first reverse transcribed with a 3′-primer comprising a sequence disclosed herein. The newly synthesized cDNA strand is then tagged with an anchor primer with a known sequence, which preferably contains a convenient cloning restriction site attached at the 5′end. The tagged cDNA is then amplified with the 3′-primer (or a nested primer sharing sequence homology to the internal sequences of the coding region) and the 5′-anchor primer. The amplification may be conducted under conditions of various levels of stringency to optimize the amplification specificity. 5′-RACE-PCR can be readily performed using commercial kits (available from, e.g., BRL Life Technologies Inc., Clotech) according to the manufacturer's instructions.

[0172] Isolating the complete coding sequence of a gene can also be carried out in a hybridization assay using a suitable probe. The probe preferably comprises at least 10 nucleotides, and more preferably exhibits sequence homology to the polynucleotides of the marker genes of the present invention. Other high throughput screens for cDNAs, such as those involving gene chip technology, can also be employed in obtaining the complete cDNA sequence.

[0173] In addition, databases exist that reduce the complexity of ESTs by assembling contiguous EST sequences into tentative genes. For example, TIGR has assembled human ESTs into a database called THC for tentative human consensus sequences. The THC database allows for a more definitive assignment compared to ESTs alone. Software programs exist (TIGR assembler and TIGEM EST assembly machine and contig assembly program (see Huang, X., 1996, Genomes 33:21-23)) that allow for assembling ESTs into contiguous sequences from any organism.

[0174] Alternatively, mRNA from a sample preparation is used to construct cDNA library in the ZAP Express vector following the procedure described in Velculescu et al, 1997, Science 270:484. The ZAP Express cDNA synthesis kit (Stratagene) is used accordingly to the manufacturer's protocol. Plates containing 250 to 2000 plaques are hybridized as described in Rupert et al., 1988, Mol. Cell. Bio. 8:3104 to oligonucleotide probes with the same conditions previously described for standard probes except that the hybridization temperature is reduced to a room temperature. Washes are performed in 6× standard-saline-citrate 0.1% SDS for 30 minutes at room temperature. The probes are labeled with ³²P-ATP trough use of T4 polynucleotide kinase.

[0175] A partial cDNA (3′ fragment) can be isolated by 3′ directed PCR reaction. This procedure is a modification of the protocol described in Polyak et al., 1997, Nature 389:300. Briefly, the procedure uses SAGE tags in PCR reaction such that the resultant PCR product contains the SAGE tag of interest as well as additional cDNA, the length of which is defined by the position of the tag with respect to the 3′ end of the cDNA. The cDNA product derived from such a transcript driven PCR reaction can be used for many applications.

[0176] RNA from a source to express the cDNA corresponding to a given tag is first converted to double-stranded cDNA using any standard cDNA protocol. Similar conditions used to generate cDNA for SAGE library construction can be employed except that a modified oligo-dT primer is used to derive the first strand synthesis. For example, the oligonucleotide of composition 5′-B-TCC GGC GCG CCG TTT TCC CAG TCA CGA(30)-3′, SEQ ID NO: 16, contains a poly-T stretch at the 3′ end for hybridization and priming from poly-A tails, an M13 priming site for use in subsequent PCR steps, a 5′ Biotin label (B) for capture to strepavidin-coated magnetic beads, and an AscI restriction endonuclease site for releasing the cDNA from the strepavidin-coated magnetic beads. Theoretically, any sufficiently-sized DNA region capable of hybridizing to a PCR primer can be used as well as any other 8 base pair recognizing endonuclease. cDNA constructed utilizing this or similar modified oligo-dT primer is then processed as described in U.S. Pat. No. 5,695,937 up until adapter ligation where only one adapter is ligated to the cDNA pool. After adapter ligation, the cDNA is released from the streptavidin-coated magnetic beads and is then used as a template for cDNA amplification.

[0177] Various PCR protocols can be employed using PCR priming sites within the 3′ modified oligo-dT primer and the SAGE tag. The SAGE tag-derived PCR primer employed can be of varying length dictated by 5′ extension of the tag into the adaptor sequence. cDNA products are now available for a variety of applications.

[0178] This technique can be further modified by: (1) altering the length and/or content of the modified oligo-dT primer; (2) ligating adaptors other than that previously employed within the SAGE protocol; (3) performing PCR from template retained on the streptavidin-coated magnetic beads; and (4) priming first strand cDNA synthesis with non-oligo-dT based primers.

[0179] Gene trapper technology can also be used. The reagents and manufacturer's instructions for this technology are commercially available from Life Technologies, Inc., Gaithsburg, Md. Briefly, a complex population of single-stranded phagemid DNA containing directional cDNA inserts is enriched for the target sequence by hybridization in solution to a biotinylated oligonucleotide probe complementary to the target sequence. The hybrids are captured on streptavidin-coated paramagnetic beads. A magnet retrieves the paramagnetic beads from the solution, leaving nonhybridized single-stranded DNAs behind. Subsequently, the captured single-stranded DNA target is released from the biotinylated oligonucleotide. After release, the cDNA clone is further enriched by using a nonbiotinylated target oligonucleotide to specifically prime conversion of the single-stranded DNA. Following transformation and plating, typically 20% to 100% of the colonies represent the cDNA clone of interest. To identify the desired cDNA clone, the colonies may be screened by colony hybridization using the ³²P-labeled oligonucleotide, or alternatively by DNA sequencing and alignment of all sequences obtained from numerous clones to determine a consensus sequence.

[0180] A nucleic acid molecule of the invention can be amplified using cDNA, mRNA, or genomic DNA as a template and appropriate oligonucleotide primers according to standard PCR amplification techniques. The nucleic acid so amplified can be cloned into an appropriate vector and characterized by DNA sequence analysis. Furthermore, oligonucleotides corresponding to all or a portion of a nucleic acid molecule of the invention can be prepared by standard synthetic techniques, e.g., using an automated DNA synthesizer.

[0181] In another preferred embodiment, an isolated nucleic acid molecule of the invention comprises a nucleic acid molecule which has a nucleotide sequence complementary to the nucleotide sequence of a nucleic acid corresponding to a marker gene of the invention or to the nucleotide sequence of a nucleic acid encoding a protein which corresponds to a marker gene of the invention. A nucleic acid molecule which is complementary to a given nucleotide sequence is one which is sufficiently complementary to the given nucleotide sequence that it can hybridize to the given nucleotide sequence thereby forming a stable duplex.

[0182] Moreover, a nucleic acid molecule of the invention can comprise only a portion of a nucleic acid sequence, wherein the full length nucleic acid sequence comprises a marker gene of the invention or which encodes a polypeptide corresponding to a marker gene of the invention. Such nucleic acids can be used, for example, as a probe or primer. The probe/primer typically is used as one or more substantially purified oligonucleotides. The oligonucleotide typically comprises a region of nucleotide sequence that hybridizes under stringent conditions to at least about 7, preferably about 15, more preferably about 25, 50, 75, 100, 125, 150, 175, 200, 250, 300, 350, or 400 or more consecutive nucleotides of a nucleic acid of the invention.

[0183] Probes based on the sequence of a nucleic acid molecule of the invention can be used to detect transcripts or genomic sequences corresponding to one or more marker genes of the invention. The probe comprises a label group attached thereto, e.g., a radioisotope, a fluorescent compound, an enzyme, or an enzyme co-factor. Such probes can be used as part of a diagnostic test kit for identifying cells or tissues which mis-express the protein, such as by measuring levels of a nucleic acid molecule encoding the protein in a sample of cells from a subject, e.g., detecting mRNA levels or determining whether a gene encoding the protein has been mutated or deleted.

[0184] The invention further encompasses nucleic acid molecules that differ, due to degeneracy of the genetic code, from the nucleotide sequence of nucleic acids encoding a protein which corresponds to a marker gene of the invention, and thus encode the same protein.

[0185] In addition to the nucleotide sequences described in the GenBank and IMAGE Consortium database records described herein, and SEQ ID NOS:1-15 set forth in Table 2, it will be appreciated by those skilled in the art that DNA sequence polymorphisms that lead to changes in the amino acid sequence can exist within a population (e.g., the human population). Such genetic polymorphisms can exist among individuals within a population due to natural allelic variation. An allele is one of a group of genes which occur alternatively at a given genetic locus. In addition, it will be appreciated that DNA polymorphisms that affect RNA expression levels can also exist that may affect the overall expression level of that gene (e.g., by affecting regulation or degradation).

[0186] As used herein, the phrase “allelic variant” refers to a nucleotide sequence which occurs at a given locus or to a polypeptide encoded by the nucleotide sequence.

[0187] As used herein, the terms “gene” and “recombinant gene” refer to nucleic acid molecules comprising an open reading frame encoding a polypeptide corresponding to a marker gene of the invention. Such natural allelic variations can typically result in 1-5% variance in the nucleotide sequence of a given gene. Alternative alleles can be identified by sequencing the gene of interest in a number of different individuals. This can be readily carried out by using hybridization probes to identify the same genetic locus in a variety of individuals. Any and all such nucleotide variations and resulting amino acid polymorphisms or variations that are the result of natural allelic variation and that do not alter the functional activity are intended to be within the scope of the invention.

[0188] In another embodiment, an isolated nucleic acid molecule of the invention is at least 7, 15, 20, 25, 30, 40, 60, 80, 100, 150, 200, 250, 300, 350, 400, 450, 550, 650, 700, 800, 900, 1000, 1200, 1400, 1600, 1800, 2000, 2200, 2400, 2600, 2800, 3000, 3500, 4000, 4500, or more nucleotides in length and hybridizes under stringent conditions to a nucleic acid corresponding to a marker gene of the invention or to a nucleic acid encoding a protein corresponding to a marker gene of the invention. As used herein, the term “hybridizes under stringent conditions” is intended to describe conditions for hybridization and washing under which nucleotide sequences at least 75% (80%, 85%, preferably 90%) identical to each other typically remain hybridized to each other. Such stringent conditions are known to those skilled in the art and can be found in sections 6.3.1-6.3.6 of Current Protocols in Molecular Biology, John Wiley & Sons, N.Y. (1989). A preferred, non-limiting example of stringent hybridization conditions for annealing two single-stranded DNA each of which is at least about 100 bases in length and/or for annealing a single-stranded DNA and a single-stranded RNA each of which is at least about 100 bases in length, are hybridization in 6×sodium chloride/sodium citrate (SSC) at about 45° C., followed by one or more washes in 0.2×SSC, 0.1% SDS at 50-65° C. Further preferred hybridization conditions are taught in Lockhart, et al., Nature Biotechnology, Volume 14, 1996 August:1675-1680; Breslauer, et al., Proc. Natl. Acad. Sci. USA, Volume 83, 1986 June: 3746-3750; Van Ness, et al., Nucleic Acids Research, Volume 19, No. 19, 1991 September: 5143-5151; McGraw, et al., BioTechniques, Volume 8, No. 6 1990: 674-678; and Milner, et al., Nature Biotechnology, Volume 15, 1997 June: 537-541, all expressly incorporated by reference.

[0189] In addition to naturally-occurring allelic variants of a nucleic acid molecule of the invention that can exist in the population, the skilled artisan will further appreciate that sequence changes can be introduced by mutation thereby leading to changes in the amino acid sequence of the encoded protein, without altering the biological activity of the protein encoded thereby. For example, one can make nucleotide substitutions leading to amino acid substitutions at “non-essential” amino acid residues. A “non-essential” amino acid residue is a residue that can be altered from the wild-type sequence without altering the biological activity, whereas an “essential” amino acid residue is required for biological activity. For example, amino acid residues that are not conserved or only semi-conserved among homologs of various species may be non-essential for activity and thus would be likely targets for alteration. Alternatively, amino acid residues that are conserved among the homologs of various species (e.g., murine and human) may be essential for activity and thus would not be likely targets for alteration.

[0190] Accordingly, another aspect of the invention pertains to nucleic acid molecules encoding a polypeptide of the invention that contain changes in amino acid residues that are not essential for activity. Such polypeptides differ in amino acid sequence from the naturally-occurring proteins which correspond to the marker genes of the invention, yet retain biological activity. In one embodiment, such a protein has an amino acid sequence that is at least about 40% identical, 50%, 60%, 70%, 80%, 90%, 95%, or 98% identical to the amino acid sequence of one of the proteins which correspond to the marker genes of the invention.

[0191] An isolated nucleic acid molecule encoding a variant protein can be created by introducing one or more nucleotide substitutions, additions or deletions into the nucleotide sequence of nucleic acids of the invention, such that one or more amino acid residue substitutions, additions, or deletions are introduced into the encoded protein. Mutations can be introduced by standard techniques, such as site-directed mutagenesis and PCR-mediated mutagenesis. Preferably, conservative amino acid substitutions are made at one or more predicted non-essential amino acid residues. A “conservative amino acid substitution” is one in which the amino acid residue is replaced with an amino acid residue having a similar side chain. Families of amino acid residues having similar side chains have been defined in the art. These families include amino acids with basic side chains (e.g., lysine, arginine, histidine), acidic side chains (e.g., aspartic acid, glutamic acid), uncharged polar side chains (e.g., glycine, asparagine, glutamine, serine, threonine, tyrosine, cysteine), non-polar side chains (e.g., alanine, valine, leucine, isoleucine, proline, phenylalanine, methionine, tryptophan), beta-branched side chains (e.g., threonine, valine, isoleucine) and aromatic side chains (e.g., tyrosine, phenylalanine, tryptophan, histidine). Alternatively, mutations can be introduced randomly along all or part of the coding sequence, such as by saturation mutagenesis, and the resultant mutants can be screened for biological activity to identify mutants that retain activity. Following mutagenesis, the encoded protein can be expressed recombinantly and the activity of the protein can be determined.

[0192] The present invention encompasses antisense nucleic acid molecules, i.e., molecules which are complementary to a sense nucleic acid of the invention, e.g., complementary to the coding strand of a double-stranded cDNA molecule corresponding to a marker gene of the invention or complementary to an mRNA sequence corresponding to a marker gene of the invention. Accordingly, an antisense nucleic acid of the invention can hydrogen bond to (i.e. anneal with) a sense nucleic acid of the invention. The antisense nucleic acid can be complementary to an entire coding strand, or to only a portion thereof, e.g., all or part of the protein coding region (or open reading frame). An antisense nucleic acid molecule can also be antisense to all or part of a non-coding region of the coding strand of a nucleotide sequence encoding a polypeptide of the invention. The non-coding regions (“5′ and 3′ untranslated regions”) are the 5′ and 3′ sequences which flank the coding region and are not translated into amino acids.

[0193] An antisense oligonucleotide can be, for example, about 5, 10, 15, 20, 25, 30, 35, 40, 45, or 50 or more nucleotides in length. An antisense nucleic acid of the invention can be constructed using chemical synthesis and enzymatic ligation reactions using procedures known in the art. For example, an antisense nucleic acid (e.g., an antisense oligonucleotide) can be chemically synthesized using naturally occurring nucleotides or variously modified nucleotides designed to increase the biological stability of the molecules or to increase the physical stability of the duplex formed between the antisense and sense nucleic acids, e.g., phosphorothioate derivatives and acridine substituted nucleotides can be used. Examples of modified nucleotides which can be used to generate the antisense nucleic acid include 5-fluorouracil, 5-bromouracil, 5-chlorouracil, 5-iodouracil, hypoxanthine, xanthine, 4-acetylcytosine, 5-(carboxyhydroxylmethyl) uracil, 5-carboxymethylaminomethyl-2-thiouridine, 5-carboxymethylaminomethyluracil, dihydrouracil, beta-D-galactosylqueosine, inosine, N6-isopentenyladenine, 1-methylguanine, 1-methylinosine, 2,2-dimethylguanine, 2-methyladenine, 2-methylguanine, 3-methylcytosine, 5-methylcytosine, N6-adenine, 7-methylguanine, 5-methylaminomethyluracil, 5-methoxyaminomethyl-2-thiouracil, beta-D-mannosylqueosine, 5′-methoxycarboxymethyluracil, 5-methoxyuracil, 2-methylthio-N6-isopentenyladenine, uracil-5-oxyacetic acid (v), wybutoxosine, pseudouracil, queosine, 2-thiocytosine, 5-methyl-2-thiouracil, 2-thiouracil, 4-thiouracil, 5-methyluracil, uracil-5-oxyacetic acid methylester, uracil-5-oxyacetic acid (v), 5-methyl-2-thiouracil, 3-(3-amino-3-N-2-carboxypropyl) uracil, (acp3)w, and 2,6-diaminopurine. Alternatively, the antisense nucleic acid can be produced biologically using an expression vector into which a nucleic acid has been sub-cloned in an antisense orientation (i.e., RNA transcribed from the inserted nucleic acid will be of an antisense orientation to a target nucleic acid of interest, described further in the following subsection).

[0194] The antisense nucleic acid molecules of the invention are typically administered to a subject or generated in situ such that they hybridize with or bind to cellular mRNA and/or genomic DNA encoding a polypeptide corresponding to a selected marker gene of the invention to thereby inhibit expression of the marker gene, e.g., by inhibiting transcription and/or translation. The hybridization can be by conventional nucleotide complementarity to form a stable duplex, or, for example, in the case of an antisense nucleic acid molecule which binds to DNA duplexes, through specific interactions in the major groove of the double helix. Examples of a route of administration of antisense nucleic acid molecules of the invention includes direct injection at a tissue site or infusion of the antisense nucleic acid into a prostate-associated body fluid. Alternatively, antisense nucleic acid molecules can be modified to target selected cells and then administered systemically. For example, for systemic administration, antisense molecules can be modified such that they specifically bind to receptors or antigens expressed on a selected cell surface, e.g., by linking the antisense nucleic acid molecules to peptides or antibodies which bind to cell surface receptors or antigens. The antisense nucleic acid molecules can also be delivered to cells using the vectors described herein. To achieve sufficient intracellular concentrations of the antisense molecules, vector constructs in which the antisense nucleic acid molecule is placed under the control of a strong pol II or pol III promoter are preferred.

[0195] An antisense nucleic acid molecule of the invention can be an α-anomeric nucleic acid molecule. An a-anomeric nucleic acid molecule forms specific double-stranded hybrids with complementary RNA in which, contrary to the usual α-units, the strands run parallel to each other (Gaultier et al., 1987, Nucleic Acids Res. 15:6625-6641). The antisense nucleic acid molecule can also comprise a 2′-o-methylribonucleotide (Inoue et al., 1987, Nucleic Acids Res. 15:6131-6148) or a chimeric RNA-DNA analogue (Inoue et al., 1987, FEBS Lett. 215:327-330).

[0196] The invention also encompasses ribozymes. Ribozymes are catalytic RNA molecules with ribonuclease activity which are capable of cleaving a single-stranded nucleic acid, such as an mRNA, to which they have a complementary region. Thus, ribozymes (e.g., hammerhead ribozymes as described in Haselhoff and Gerlach, 1988, Nature 334:585-591) can be used to catalytically cleave mRNA transcripts to thereby inhibit translation of the protein encoded by the mRNA. A ribozyme having specificity for a nucleic acid molecule encoding a polypeptide corresponding to a marker gene of the invention can be designed based upon the nucleotide sequence of a cDNA corresponding to the marker gene. For example, a derivative of a Tetrahymena L-19 IVS RNA can be constructed in which the nucleotide sequence of the active site is complementary to the nucleotide sequence to be cleaved (see Cech et al. U.S. Pat. No. 4,987,071; and Cech et al U.S. Pat. No. 5,116,742). Alternatively, an mRNA encoding a polypeptide of the invention can be used to select a catalytic RNA having a specific ribonuclease activity from a pool of RNA molecules (see, e.g., Bartel and Szostak, 1993, Science 261:1411-1418).

[0197] The invention also encompasses nucleic acid molecules which form triple helical structures. For example, expression of a polypeptide of the invention can be inhibited by targeting nucleotide sequences complementary to the regulatory region of the gene encoding the polypeptide (e.g., the promoter and/or enhancer) to form triple helical structures that prevent transcription of the gene in target cells. See generally Helene (1991) Anticancer Drug Des. 6(6):569-84; Helene (1992) Ann. N. Y Acad. Sci. 660:27-36; and Maher (1992) Bioassays 14(12):807-15.

[0198] In various embodiments, the nucleic acid molecules of the invention can be modified at the base moiety, sugar moiety or phosphate backbone to improve, e.g., the stability, hybridization, or solubility of the molecule. For example, the deoxyribose phosphate backbone of the nucleic acids can be modified to generate peptide nucleic acids (see Hyrup et al., 1996, Bioorganic & Medicinal Chemistry 4(1): 5-23). As used herein, the terms “peptide nucleic acids” or “PNAs” refer to nucleic acid mimics, e.g., DNA mimics, in which the deoxyribose phosphate backbone is replaced by a pseudopeptide backbone and only the four natural nucleobases are retained. The neutral backbone of PNAs has been shown to allow for specific hybridization to DNA and RNA under conditions of low ionic strength. The synthesis of PNA oligomers can be performed using standard solid phase peptide synthesis protocols as described in Hyrup et al. (1996), supra; Perry-O'Keefe et al. (1996) Proc. Natl. Acad. Sci. USA 93:14670-675.

[0199] PNAs can be used in therapeutic and diagnostic applications. For example, PNAs can be used as antisense or antigene agents for sequence-specific modulation of gene expression by, e.g., inducing transcription or translation arrest or inhibiting replication. PNAs can also be used, e.g., in the analysis of single base pair mutations in a gene by, e.g., PNA directed PCR clamping; as artificial restriction enzymes when used in combination with other enzymes, e.g., S1 nucleases (Hyrup (1996), supra; or as probes or primers for DNA sequence and hybridization (Hyrup, 1996, supra; Perry-O'Keefe et al., 1996, Proc. Natl. Acad. Sci. USA 93:14670-675).

[0200] In another embodiment, PNAs can be modified, e.g., to enhance their stability or cellular uptake, by attaching lipophilic or other helper groups to PNA, by the formation of PNA-DNA chimeras, or by the use of liposomes or other techniques of drug delivery known in the art. For example, PNA-DNA chimeras can be generated which can combine the advantageous properties of PNA and DNA. Such chimeras allow DNA recognition enzymes, e.g., RNASE H and DNA polymerases, to interact with the DNA portion while the PNA portion would provide high binding affinity and specificity. PNA-DNA chimeras can be linked using linkers of appropriate lengths selected in terms of base stacking, number of bonds between the nucleobases, and orientation (Hyrup, 1996, supra). The synthesis of PNA-DNA chimeras can be performed as described in Hyrup (1996), supra, and Finn et al. (1996) Nucleic Acids Res. 24(17):3357-63. For example, a DNA chain can be synthesized on a solid support using standard phosphoramidite coupling chemistry and modified nucleoside analogs. Compounds such as 5′-(4-methoxytrityl)amino-5′-deoxy-thymidine phosphoramidite can be used as a link between the PNA and the 5′ end of DNA (Mag et al., 1989, Nucleic Acids Res. 17:5973-88). PNA monomers are then coupled in a step-wise manner to produce a chimeric molecule with a 5′ PNA segment and a 3′ DNA segment (Finn et al., 1996, Nucleic Acids Res. 24(17):3357-63). Alternatively, chimeric molecules can be synthesized with a 5′ DNA segment and a 3′ PNA segment (Peterser et al., 1975, Bioorganic Med. Chem. Lett. 5:1119-11124).

[0201] In other embodiments, the oligonucleotide can include other appended groups such as peptides (e.g., for targeting host cell receptors in vivo), or agents facilitating transport across the cell membrane (see, e.g., Letsinger et al., 1989, Proc. Natl. Acad. Sci. USA 86:6553-6556; Lemaitre et al., 1987, Proc. Natl. Acad. Sci. USA 84:648-652; PCT Publication No. WO 88/09810) or the blood-brain barrier (see, e.g., PCT Publication No. WO 89/10134). In addition, oligonucleotides can be modified with hybridization-triggered cleavage agents (see, e.g., Krol et al., 1988, Bio/Techniques 6:958-976) or intercalating agents (see, e.g., Zon, 1988, Pharm. Res. 5:539-549). To this end, the oligonucleotide can be conjugated to another molecule, e.g., a peptide, hybridization triggered cross-linking agent, transport agent, hybridization-triggered cleavage agent, etc.

[0202] The invention also includes molecular beacon nucleic acids having at least one region which is complementary to a nucleic acid of the invention, such that the molecular beacon is useful for quantitating the presence of the nucleic acid of the invention in a sample. A “molecular beacon” nucleic acid is a nucleic acid comprising a pair of complementary regions and having a fluorophore and a fluorescent quencher associated therewith. The fluorophore and quencher are associated with different portions of the nucleic acid in such an orientation that when the complementary regions are annealed with one another, fluorescence of the fluorophore is quenched by the quencher. When the complementary regions of the nucleic acid are not annealed with one another, fluorescence of the fluorophore is quenched to a lesser degree. Molecular beacon nucleic acids are described, for example, in U.S. Pat. No. 5,876,930.

[0203] II. Isolated Proteins and Antibodies

[0204] One aspect of the invention pertains to isolated proteins which correspond to individual marker genes of the invention, and biologically active portions thereof, as well as polypeptide fragments suitable for use as immunogens to raise antibodies directed against a polypeptide corresponding to a marker gene of the invention. In one embodiment, the native polypeptide corresponding to a marker gene can be isolated from cells or tissue sources by an appropriate purification scheme using standard protein purification techniques. In another embodiment, polypeptides corresponding to a marker gene of the invention are produced by recombinant DNA techniques. Alternative to recombinant expression, a polypeptide corresponding to a marker gene of the invention can be synthesized chemically using standard peptide synthesis techniques.

[0205] An “isolated” or “purified” protein or biologically active portion thereof is substantially free of cellular material or other contaminating proteins from the cell or tissue source from which the protein is derived, or substantially free of chemical precursors or other chemicals when chemically synthesized. The language “substantially free of cellular material” includes preparations of protein in which the protein is separated from cellular components of the cells from which it is isolated or recombinantly produced. Thus, protein that is substantially free of cellular material includes preparations of protein having less than about 30%, 20%, 10%, or 5% (by dry weight) of heterologous protein (also referred to herein as a “contaminating protein”). When the protein or biologically active portion thereof is recombinantly produced, it is also preferably substantially free of culture medium, i.e., culture medium represents less than about 20%, 10%, or 5% of the volume of the protein preparation. When the protein is produced by chemical synthesis, it is preferably substantially free of chemical precursors or other chemicals, i.e., it is separated from chemical precursors or other chemicals which are involved in the synthesis of the protein. Accordingly such preparations of the protein have less than about 30%, 20%, 10%, 5% (by dry weight) of chemical precursors or compounds other than the polypeptide of interest.

[0206] Biologically active portions of a polypeptide corresponding to a marker gene of the invention include polypeptides comprising amino acid sequences sufficiently identical to or derived from the amino acid sequence of the protein corresponding to the marker gene (e.g., the amino acid sequence listed in the GenBank and IMAGE Consortium database records described herein), which include fewer amino acids than the full length protein, and exhibit at least one activity of the corresponding full-length protein. Typically, biologically active portions comprise a domain or motif with at least one activity of the corresponding protein. A biologically active portion of a protein of the invention can be a polypeptide which is, for example, 10, 25, 50, 100 or more amino acids in length. Moreover, other biologically active portions, in which other regions of the protein are deleted, can be prepared by recombinant techniques and evaluated for one or more of the functional activities of the native form of a polypeptide of the invention.

[0207] Preferred polypeptides have the amino acid sequence listed in the one of the GenBank and IMAGE Consortium database records described herein. Other useful proteins are substantially identical (e.g., at least about 40%, preferably 50%, 60%, 70%, 80%, 90%, 95%, or 99%) to one of these sequences and retain the functional activity of the protein of the corresponding naturally-occurring protein yet differ in amino acid sequence due to natural allelic variation or mutagenesis.

[0208] To determine the percent identity of two amino acid sequences or of two nucleic acids, the sequences are aligned for optimal comparison purposes (e.g., gaps can be introduced in the sequence of a first amino acid or nucleic acid sequence for optimal alignment with a second amino or nucleic acid sequence). The amino acid residues or nucleotides at corresponding amino acid positions or nucleotide positions are then compared. When a position in the first sequence is occupied by the same amino acid residue or nucleotide as the corresponding position in the second sequence, then the molecules are identical at that position. The percent identity between the two sequences is a function of the number of identical positions shared by the sequences (i.e., % identity=# of identical positions/total # of positions (e.g., overlapping positions)×100). In one embodiment the two sequences are the same length.

[0209] The determination of percent identity between two sequences can be accomplished using a mathematical algorithm. A preferred, non-limiting example of a mathematical algorithm utilized for the comparison of two sequences is the algorithm of Karlin and Altschul (1990) Proc. Natl. Acad. Sci. USA 87:2264-2268, modified as in Karlin and Altschul (1993) Proc. Natl. Acad. Sci. USA 90:5873-5877. Such an algorithm is incorporated into the NBLASTand XBLAST programs of Altschul, et al. (1990) J. Mol. Biol. 215:403-410. BLAST nucleotide searches can be performed with the NBLAST program, score=100, wordlength=12 to obtain nucleotide sequences homologous to a nucleic acid molecules of the invention. BLAST protein searches can be performed with the XBLAST program, score=50, wordlength=3 to obtain amino acid sequences homologous to a protein molecules of the invention. To obtain gapped alignments for comparison purposes, Gapped BLAST can be utilized as described in Altschul et al. (1997) Nucleic Acids Res. 25:3389-3402. Alternatively, PSI-Blast can be used to perform an iterated search which detects distant relationships between molecules. When utilizing BLAST, Gapped BLAST, and PSI-Blast programs, the default parameters of the respective programs (e.g., XBLAST and NBLAST) can be used. See http://www.ncbi.nlm.nih.gov. Another preferred, non-limiting example of a mathematical algorithm utilized for the comparison of sequences is the algorithm of Myers and Miller, (1988) CABIOS 4:11-17. Such an algorithm is incorporated into the ALIGN program (version 2.0) which is part of the GCG sequence alignment software package. When utilizing the ALIGN program for comparing amino acid sequences, a PAM120 weight residue table, a gap length penalty of 12, and a gap penalty of 4 can be used. Yet another useful algorithm for identifying regions of local sequence similarity and alignment is the FASTA algorithm as described in Pearson and Lipman (1988) Proc. Natl. Acad. Sci. USA 85:2444-2448. When using the FASTA algorithm for comparing nucleotide or amino acid sequences, a PAM120 weight residue table can, for example, be used with a k-tuple value of 2.

[0210] The percent identity between two sequences can be determined using techniques similar to those described above, with or without allowing gaps. In calculating percent identity, only exact matches are counted.

[0211] The invention also provides chimeric or fusion proteins corresponding to a marker gene of the invention. As used herein, a “chimeric protein” or “fusion protein” comprises all or part (preferably a biologically active part) of a polypeptide corresponding to a marker gene of the invention operably linked to a heterologous polypeptide (i.e., a polypeptide other than the polypeptide corresponding to the marker gene). Within the fusion protein, the term “operably linked” is intended to indicate that the polypeptide of the invention and the heterologous polypeptide are fused in-frame to each other. The heterologous polypeptide can be fused to the amino-terminus or the carboxyl-terminus of the polypeptide of the invention.

[0212] One useful fusion protein is a GST fusion protein in which a polypeptide corresponding to a marker gene of the invention is fused to the carboxyl terminus of GST sequences. Such fusion proteins can facilitate the purification of a recombinant polypeptide of the invention.

[0213] In another embodiment, the fusion protein contains a heterologous signal sequence at its amino terminus. For example, the native signal sequence of a polypeptide corresponding to a marker gene of the invention can be removed and replaced with a signal sequence from another protein. For example, the gp67 secretory sequence of the baculovirus envelope protein can be used as a heterologous signal sequence (Ausubel et al., ed., Current Protocols in Molecular Biology, John Wiley & Sons, NY, 1992). Other examples of eukaryotic heterologous signal sequences include the secretory sequences of melittin and human placental alkaline phosphatase (Stratagene; La Jolla, Calif.). In yet another example, useful prokaryotic heterologous signal sequences include the phoA secretory signal (Sambrook et al., supra) and the protein A secretory signal (Pharmacia Biotech; Piscataway, N.J.).

[0214] In yet another embodiment, the fusion protein is an immunoglobulin fusion protein in which all or part of a polypeptide corresponding to a marker gene of the invention is fused to sequences derived from a member of the immunoglobulin protein family. The immunoglobulin fusion proteins of the invention can be incorporated into pharmaceutical compositions and administered to a subject to inhibit an interaction between a ligand (soluble or membrane-bound) and a protein on the surface of a cell (receptor), to thereby suppress signal transduction in vivo. The immunoglobulin fusion protein can be used to affect the bioavailability of a cognate ligand of a polypeptide of the invention. Inhibition of ligand/receptor interaction can be useful therapeutically, both for treating proliferative and differentiative disorders and for modulating (e.g. promoting or inhibiting) cell survival. Moreover, the immunoglobulin fusion proteins of the invention can be used as immunogens to produce antibodies directed against a polypeptide of the invention in a subject, to purify ligands and in screening assays to identify molecules which inhibit the interaction of receptors with ligands.

[0215] Chimeric and fusion proteins of the invention can be produced by standard recombinant DNA techniques. In another embodiment, the fusion gene can be synthesized by conventional techniques including automated DNA synthesizers. Alternatively, PCR amplification of gene fragments can be carried out using anchor primers which give rise to complementary overhangs between two consecutive gene fragments which can subsequently be annealed and re-amplified to generate a chimeric gene sequence (see, e.g., Ausubel et al., supra). Moreover, many expression vectors are commercially available that already encode a fusion moiety (e.g., a GST polypeptide). A nucleic acid encoding a polypeptide of the invention can be cloned into such an expression vector such that the fusion moiety is linked in-frame to the polypeptide of the invention.

[0216] A signal sequence can be used to facilitate secretion and isolation of the secreted protein or other proteins of interest. Signal sequences are typically characterized by a core of hydrophobic amino acids which are generally cleaved from the mature protein during secretion in one or more cleavage events. Such signal peptides contain processing sites that allow cleavage of the signal sequence from the mature proteins as they pass through the secretory pathway. Thus, the invention pertains to the described polypeptides having a signal sequence, as well as to polypeptides from which the signal sequence has been proteolytically cleaved (i.e., the cleavage products). In one embodiment, a nucleic acid sequence encoding a signal sequence can be operably linked in an expression vector to a protein of interest, such as a protein which is ordinarily not secreted or is otherwise difficult to isolate. The signal sequence directs secretion of the protein, such as from a eukaryotic host into which the expression vector is transformed, and the signal sequence is subsequently or concurrently cleaved. The protein can then be readily purified from the extracellular medium by art recognized methods. Alternatively, the signal sequence can be linked to the protein of interest using a sequence which facilitates purification, such as with a GST domain.

[0217] The present invention also pertains to variants of the polypeptides corresponding to individual marker genes of the invention. Such variants have an altered amino acid sequence which can function as either agonists (mimetics) or as antagonists. Variants can be generated by mutagenesis, e.g., discrete point mutation or truncation. An agonist can retain substantially the same, or a subset, of the biological activities of the naturally occurring form of the protein. An antagonist of a protein can inhibit one or more of the activities of the naturally occurring form of the protein by, for example, competitively binding to a downstream or upstream member of a cellular signaling cascade which includes the protein of interest. Thus, specific biological effects can be elicited by treatment with a variant of limited function. Treatment of a subject with a variant having a subset of the biological activities of the naturally occurring form of the protein can have fewer side effects in a subject relative to treatment with the naturally occurring form of the protein.

[0218] Variants of a protein of the invention which function as either agonists (mimetics) or as antagonists can be identified by screening combinatorial libraries of mutants, e.g., truncation mutants, of the protein of the invention for agonist or antagonist activity. In one embodiment, a variegated library of variants is generated by combinatorial mutagenesis at the nucleic acid level and is encoded by a variegated gene library. A variegated library of variants can be produced by, for example, enzymatically ligating a mixture of synthetic oligonucleotides into gene sequences such that a degenerate set of potential protein sequences is expressible as individual polypeptides, or alternatively, as a set of larger fusion proteins (e.g., for phage display). There are a variety of methods which can be used to produce libraries of potential variants of the polypeptides of the invention from a degenerate oligonucleotide sequence. Methods for synthesizing degenerate oligonucleotides are known in the art (see, e.g., Narang, 1983, Tetrahedron 39:3; Itakura et al., 1984, Annu. Rev. Biochem. 53:323; Itakura et al., 1984, Science 198:1056; Ike et al., 1983 Nucleic Acid Res. 11:477).

[0219] In addition, libraries of fragments of the coding sequence of a polypeptide corresponding to a marker gene of the invention can be used to generate a variegated population of polypeptides for screening and subsequent selection of variants. For example, a library of coding sequence fragments can be generated by treating a double stranded PCR fragment of the coding sequence of interest with a nuclease under conditions wherein nicking occurs only about once per molecule, denaturing the double stranded DNA, renaturing the DNA to form double stranded DNA which can include sense/antisense pairs from different nicked products, removing single stranded portions from reformed duplexes by treatment with S1 nuclease, and ligating the resulting fragment library into an expression vector. By this method, an expression library can be derived which encodes amino terminal and internal fragments of various sizes of the protein of interest.

[0220] Several techniques are known in the art for screening gene products of combinatorial libraries made by point mutations or truncation, and for screening cDNA libraries for gene products having a selected property. The most widely used techniques, which are amenable to high through-put analysis, for screening large gene libraries typically include cloning the gene library into replicable expression vectors, transforming appropriate cells with the resulting library of vectors, and expressing the combinatorial genes under conditions in which detection of a desired activity facilitates isolation of the vector encoding the gene whose product was detected. Recursive ensemble mutagenesis (REM), a technique which enhances the frequency of functional mutants in the libraries, can be used in combination with the screening assays to identify variants of a protein of the invention (Arkin and Yourvan, 1992, Proc. Natl. Acad. Sci. USA 89:7811-7815; Delgrave et al., 1993, Protein Engineering 6(3):327-331).

[0221] An isolated polypeptide corresponding to a marker gene of the invention, or a fragment thereof, can be used as an immunogen to generate antibodies using standard techniques for polyclonal and monoclonal antibody preparation. The full-length polypeptide or protein can be used or, alternatively, the invention provides antigenic peptide fragments for use as immunogens. The antigenic peptide of a protein of the invention comprises at least 8 (preferably 10, 15, 20, or 30 or more) amino acid residues of the amino acid sequence of one of the polypeptides of the invention, and encompasses an epitope of the protein such that an antibody raised against the peptide forms a specific immune complex with a marker gene of the invention to which the protein corresponds. Preferred epitopes encompassed by the antigenic peptide are regions that are located on the surface of the protein, e.g., hydrophilic regions. Hydrophobicity sequence analysis, hydrophilicity sequence analysis, or similar analyses can be used to identify hydrophilic regions.

[0222] An immunogen typically is used to prepare antibodies by immunizing a suitable (i.e. immunocompetent) subject such as a rabbit, goat, mouse, or other mammal or vertebrate. An appropriate immunogenic preparation can contain, for example, recombinantly-expressed or chemically-synthesized polypeptide. The preparation can further include an adjuvant, such as Freund's complete or incomplete adjuvant, or a similar immunostimulatory agent.

[0223] Accordingly, another aspect of the invention pertains to antibodies directed against a polypeptide of the invention. The terms “antibody” and “antibody substance” as used interchangeably herein refer to immunoglobulin molecules and immunologically active portions of immunoglobulin molecules, i.e., molecules that contain an antigen binding site which specifically binds an antigen, such as a polypeptide of the invention, e.g., an epitope of a polypeptide of the invention. A molecule which specifically binds to a given polypeptide of the invention is a molecule which binds the polypeptide, but does not substantially bind other molecules in a sample, e.g., a biological sample, which naturally contains the polypeptide. Examples of immunologically active portions of immunoglobulin molecules include F(ab) and F(ab′)₂ fragments which can be generated by treating the antibody with an enzyme such as pepsin. The invention provides polyclonal and monoclonal antibodies. The term “monoclonal antibody” or “monoclonal antibody composition”, as used herein, refers to a population of antibody molecules that contain only one species of an antigen binding site capable of immunoreacting with a particular epitope.

[0224] Polyclonal antibodies can be prepared as described above by immunizing a suitable subject with a polypeptide of the invention as an immunogen. Preferred polyclonal antibody compositions are ones that have been selected for antibodies directed against a polypeptide or polypeptides of the invention. Particularly preferred polyclonal antibody preparations are ones that contain only antibodies directed against a polypeptide or polypeptides of the invention. Particularly preferred immunogen compositions are those that contain no other human proteins such as, for example, immunogen compositions made using a non-human host cell for recombinant expression of a polypeptide of the invention. In such a manner, the only human epitope or epitopes recognized by the resulting antibody compositions raised against this immunogen will be present as part of a polypeptide or polypeptides of the invention.

[0225] The antibody titer in the immunized subject can be monitored over time by standard techniques, such as with an enzyme linked immunosorbent assay (ELISA) using immobilized polypeptide. If desired, the antibody molecules can be harvested or isolated from the subject (e.g., from the blood or serum of the subject) and further purified by well-known techniques, such as protein A chromatography to obtain the IgG fraction. Alternatively, antibodies specific for a protein or polypeptide of the invention can be selected or (e.g., partially purified) or purified by, e.g., affinity chromatography. For example, a recombinantly expressed and purified (or partially purified) protein of the invention is produced as described herein, and covalently or non-covalently coupled to a solid support such as, for example, a chromatography column. The column can then be used to affinity purify antibodies specific for the proteins of the invention from a sample containing antibodies directed against a large number of different epitopes, thereby generating a substantially purified antibody composition, i.e., one that is substantially free of contaminating antibodies. By a substantially purified antibody composition is meant, in this context, that the antibody sample contains at most only 30% (by dry weight) of contaminating antibodies directed against epitopes other than those of the desired protein or polypeptide of the invention, and preferably at most 20%, yet more preferably at most 10%, and most preferably at most 5% (by dry weight) of the sample is contaminating antibodies. A purified antibody composition means that at least 99% of the antibodies in the composition are directed against the desired protein or polypeptide of the invention.

[0226] At an appropriate time after immunization, e.g., when the specific antibody titers are highest, antibody-producing cells can be obtained from the subject and used to prepare monoclonal antibodies by standard techniques, such as the hybridoma technique originally described by Kohler and Milstein (1975) Nature 256:495-497, the human B cell hybridoma technique (see Kozbor et al., 1983, Immunol. Today 4:72), the EBV-hybridoma technique (see Cole et al., pp. 77-96 In Monoclonal Antibodies and Cancer Therapy, Alan R. Liss, Inc., 1985) or trioma techniques. The technology for producing hybridomas is well known (see generally Current Protocols in Immunology, Coligan et al. ed., John Wiley & Sons, New York, 1994). Hybridoma cells producing a monoclonal antibody of the invention are detected by screening the hybridoma culture supernatants for antibodies that bind the polypeptide of interest, e.g., using a standard ELISA assay.

[0227] Alternative to preparing monoclonal antibody-secreting hybridomas, a monoclonal antibody directed against a polypeptide of the invention can be identified and isolated by screening a recombinant combinatorial immunoglobulin library (e.g., an antibody phage display library) with the polypeptide of interest. Kits for generating and screening phage display libraries are commercially available (e.g., the Pharmacia Recombinant Phage Antibody System, Catalog No. 27-9400-01; and the Stratagene SurfZAP Phage Display Kit, Catalog No. 240612). Additionally, examples of methods and reagents particularly amenable for use in generating and screening antibody display library can be found in, for example, U.S. Pat. No. 5,223,409; PCT Publication No. WO 92/18619; PCT Publication No. WO 91/17271; PCT Publication No. WO 92/20791; PCT Publication No. WO 92/15679; PCT Publication No. WO 93/01288; PCT Publication No. WO 92/01047; PCT Publication No. WO 92/09690; PCT Publication No. WO 90/02809; Fuchs et al. (1991) Bio/Technology 9:1370-1372; Hay et al. (1992) Hum. Antibod. Hybridomas 3:81-85; Huse et al. (1989) Science 246:1275-1281; Griffiths et al. (1993) EMBO J. 12:725-734.

[0228] Additionally, recombinant antibodies, such as chimeric and humanized monoclonal antibodies, comprising both human and non-human portions, which can be made using standard recombinant DNA techniques, are within the scope of the invention. A chimeric antibody is a molecule in which different portions are derived from different animal species, such as those having a variable region derived from a murine mAb and a human immunoglobulin constant region. (See, e.g., Cabilly et al., U.S. Pat. No. 4,816,567; and Boss et al., U.S. Pat. No. 4,816,397, which are incorporated herein by reference in their entirety.) Humanized antibodies are antibody molecules from non-human species having one or more complementarily determining regions (CDRs) from the non-human species and a framework region from a human immunoglobulin molecule. (See, e.g., Queen, U.S. Pat. No. 5,585,089, which is incorporated herein by reference in its entirety.) Such chimeric and humanized monoclonal antibodies can be produced by recombinant DNA techniques known in the art, for example using methods described in PCT Publication No. WO 87/02671; European Patent Application 184,187; European Patent Application 171,496; European Patent Application 173,494; PCT Publication No. WO 86/01533; U.S. Pat. No. 4,816,567; European Patent Application 125,023; Better et al. (1988) Science 240:1041-1043; Liu et al. (1987) Proc. Natl. Acad. Sci. USA 84:3439-3443; Liu et al. (1987) J. Immunol. 139:3521-3526; Sun et al. (1987) Proc. Natl. Acad. Sci. USA 84:214-218; Nishimura et al. (1987) Cancer Res. 47:999-1005; Wood et al. (1985) Nature 314:446-449; and Shaw et al. (1988) J. Natl. Cancer Inst. 80:1553-1559); Morrison (1985) Science 229:1202-1207; Oi et al. (1986) Bio/Techniques 4:214; U.S. Pat. No. 5,225,539; Jones et al. (1986) Nature 321:552-525; Verhoeyan et al. (1988) Science 239:1534; and Beidler et al. (1988) J. Immunol. 141:4053-4060.

[0229] Antibodies of the invention may be used as therapeutic agents in treating cancers. In a preferred embodiment, completely human antibodies of the invention are used for therapeutic treatment of human cancer patients, particularly those having an ovarian cancer. Such antibodies can be produced, for example, using transgenic mice which are incapable of expressing endogenous immunoglobulin heavy and light chains genes, but which can express human heavy and light chain genes. The transgenic mice are immunized in the normal fashion with a selected antigen, e.g., all or a portion of a polypeptide corresponding to a marker gene of the invention. Monoclonal antibodies directed against the antigen can be obtained using conventional hybridoma technology. The human immunoglobulin transgenes harbored by the transgenic mice rearrange during B cell differentiation, and subsequently undergo class switching and somatic mutation. Thus, using such a technique, it is possible to produce therapeutically useful IgG, IgA and IgE antibodies. For an overview of this technology for producing human antibodies, see Lonberg and Huszar (1995) Int. Rev. Immunol. 13:65-93). For a detailed discussion of this technology for producing human antibodies and human monoclonal antibodies and protocols for producing such antibodies, see, e.g., U.S. Pat. No. 5,625,126; U.S. Pat. No. 5,633,425; U.S. Pat. No. 5,569,825; U.S. Pat. No. 5,661,016; and U.S. Pat. No. 5,545,806. In addition, companies such as Abgenix, Inc. (Freemont, Calif.), can be engaged to provide human antibodies directed against a selected antigen using technology similar to that described above.

[0230] Completely human antibodies which recognize a selected epitope can be generated using a technique referred to as “guided selection.” In this approach a selected non-human monoclonal antibody, e.g., a murine antibody, is used to guide the selection of a completely human antibody recognizing the same epitope (Jespers et al., 1994, Bio/technology 12:899-903).

[0231] An antibody directed against a polypeptide corresponding to a marker gene of the invention (e.g., a monoclonal antibody) can be used to isolate the polypeptide by standard techniques, such as affinity chromatography or immunoprecipitation. Moreover, such an antibody can be used to detect the marker gene (e.g., in a cellular lysate or cell supernatant) in order to evaluate the level and pattern of expression of the marker gene. The antibodies can also be used diagnostically to monitor protein levels in tissues or body fluids as part of a clinical testing procedure, e.g., to, for example, determine the efficacy of a given treatment regimen. Detection can be facilitated by coupling the antibody to a detectable substance. Examples of detectable substances include various enzymes, prosthetic groups, fluorescent materials, luminescent materials, bioluminescent materials, and radioactive materials. Examples of suitable enzymes include horseradish peroxidase, alkaline phosphatase, β-galactosidase, or acetylcholinesterase; examples of suitable prosthetic group complexes include streptavidin/biotin and avidin/biotin; examples of suitable fluorescent materials include umbelliferone, fluorescein, fluorescein isothiocyanate, rhodamine, dichlorotriazinylamine fluorescein, dansyl chloride or phycoerythrin; an example of a luminescent material includes luminol; examples of bioluminescent materials include luciferase, luciferin, and aequorin, and examples of suitable radioactive material include ¹²⁵I, ¹³¹I, ³⁵S or ³H.

[0232] Further, an antibody (or fragment thereof) can be conjugated to a therapeutic moiety such as a cytotoxin, a therapeutic agent or a radioactive metal ion. A cytotoxin or cytotoxic agent includes any agent that is detrimental to cells. Examples include taxol, cytochalasin B, gramicidin D, ethidium bromide, emetine, mitomycin, etoposide, tenoposide, vincristine, vinblastine, colchicin, doxorubicin, daunorubicin, dihydroxy anthracin dione, mitoxantrone, mithramycin, actinomycin D, 1-dehydrotestosterone, glucocorticoids, procaine, tetracaine, lidocaine, propranolol, and puromycin and analogs or homologs thereof. Therapeutic agents include, but are not limited to, antimetabolites (e.g., methotrexate, 6-mercaptopurine, 6-thioguanine, cytarabine, 5-fluorouracil decarbazine), alkylating agents (e.g., mechlorethamine, thioepa chlorambucil, melphalan, carmustine (BSNU) and lomustine (CCNU), cyclothosphamide, busulfan, dibromomannitol, streptozotocin, mitomycin C, and cis-dichlorodiamine platinum (II) (DDP) cisplatin), anthracyclines (e.g., daunorubicin (formerly daunomycin) and doxorubicin), antibiotics (e.g., dactinomycin (formerly actinomycin), bleomycin, mithramycin, and anthramycin (AMC)), and anti-mitotic agents (e.g., vincristine and vinblastine).

[0233] The conjugates of the invention can be used for modifying a given biological response, the drug moiety is not to be construed as limited to classical chemical therapeutic agents. For example, the drug moiety may be a protein or polypeptide possessing a desired biological activity. Such proteins may include, for example, a toxin such as abrin, ricin A, pseudomonas exotoxin, or diphtheria toxin; a protein such as tumor necrosis factor, .alpha.-interferon, .beta.-interferon, nerve growth factor, platelet derived growth factor, tissue plasminogen activator; or, biological response modifiers such as, for example, lymphokines, interleukin-1 (“IL-1”), interleukin-2 (“IL-2”), interleukin-6 (“IL-6”), granulocyte macrophase colony stimulating factor (“GM-CSF”), granulocyte colony stimulating factor (“G-CSF”), or other growth factors.

[0234] Techniques for conjugating such therapeutic moiety to antibodies are well known, see, e.g., Arnon et al., “Monoclonal Antibodies For Immunotargeting Of Drugs In Cancer Therapy”, in Monoclonal Antibodies And Cancer Therapy, Reisfeld et al. (eds.), pp. 243-56 (Alan R. Liss, Inc. 1985); Hellstrom et al., “Antibodies For Drug Delivery”, in Controlled Drug Delivery (2nd Ed.), Robinson et al. (eds.), pp. 623-53 (Marcel Dekker, Inc. 1987); Thorpe, “Antibody Carriers Of Cytotoxic Agents In Cancer Therapy: A Review”, in Monoclonal Antibodies '84: Biological And Clinical Applications, Pinchera et al. (eds.), pp. 475-506 (1985); “Analysis, Results, And Future Prospective Of The Therapeutic Use Of Radiolabeled Antibody In Cancer Therapy”, in Monoclonal Antibodies For Cancer Detection And Therapy, Baldwin et al. (eds.), pp. 303-16 (Academic Press 1985), and Thorpe et al., “The Preparation And Cytotoxic Properties Of Antibody-Toxin Conjugates”, Immunol. Rev., 62:119-58 (1982).

[0235] Alternatively, an antibody can be conjugated to a second antibody to form an antibody heteroconjugate as described by Segal in U.S. Pat. No. 4,676,980.

[0236] Accordingly, in one aspect, the invention provides substantially purified antibodies or fragments thereof, and non-human antibodies or fragments thereof, which antibodies or fragments specifically bind to a polypeptide comprising an amino acid sequence selected from the group consisting of the amino acid sequences of the present invention, an amino acid sequence encoded by the cDNA of the present invention, a fragment of at least 15 amino acid residues of an amino acid sequence of the present invention, an amino acid sequence which is at least 95% identical to the amino acid sequence of the present invention (wherein the-percent identity is determined using the ALIGN program of the GCG software package with a PAM120 weight residue table, a gap length penalty of 12, and a gap penalty of 4) and an amino acid sequence which is encoded by a nucleic acid molecule which hybridizes to a nucleic acid molecule consisting of the nucleic acid molecules of the present invention, or a complement thereof, under conditions of hybridization of 6×SSC at 45° C. and washing in 0.2×SSC, 0.1% SDS at 65° C. In various embodiments, the substantially purified antibodies of the invention, or fragments thereof, can be human, non-human, chimeric and/or humanized antibodies.

[0237] In another aspect, the invention provides non-human antibodies or fragments thereof, which antibodies or fragments specifically bind to a polypeptide comprising an amino acid sequence selected from the group consisting of: the amino acid sequence of the present invention, an amino acid sequence encoded by the cDNA of the present invention, a fragment of at least 15 amino acid residues of the amino acid sequence of the present invention, an amino acid sequence which is at least 95% identical to the amino acid sequence of the present invention (wherein the percent identity is determined using the ALIGN program of the GCG software package with a PAM120 weight residue table, a gap length penalty of 12, and a gap penalty of 4) and an amino acid sequence which is encoded by a nucleic acid molecule which hybridizes to a nucleic acid molecule consisting of the nucleic acid molecules of the present invention, or a complement thereof, under conditions of hybridization of 6×SSC at 45° C. and washing in 0.2×SSC, 0.1% SDS at 65° C. Such non-human antibodies can be goat, mouse, sheep, horse, chicken, rabbit, or rat antibodies. Alternatively, the non-human antibodies of the invention can be chimeric and/or humanized antibodies. In addition, the non-human antibodies of the invention can be polyclonal antibodies or monoclonal antibodies.

[0238] In still a further aspect, the invention provides monoclonal antibodies or fragments thereof, which antibodies or fragments specifically bind to a polypeptide comprising an amino acid sequence selected from the group consisting of the amino acid sequences of the present invention, an amino acid sequence encoded by the cDNA of the present invention, a fragment of at least 15 amino acid residues of an amino acid sequence of the present invention, an amino acid sequence which is at least 95% identical to an amino acid sequence of the present invention (wherein the percent identity is determined using the ALIGN program of the GCG software package with a PAM120 weight residue table, a gap length penalty of 12, and a gap penalty of 4) and an amino acid sequence which is encoded by a nucleic acid molecule which hybridizes to a nucleic acid molecule consisting of the nucleic acid molecules of the present invention, or a complement thereof, under conditions of hybridization of 6×SSC at 45° C. and washing in 0.2×SSC, 0.1% SDS at 65° C. The monoclonal antibodies can be human, humanized, chimeric and/or non-human antibodies.

[0239] The substantially purified antibodies or fragments thereof may specifically bind to a signal peptide, a secreted sequence, an extracellular domain, a transmembrane or a cytoplasmic domain or cytoplasmic membrane of a polypeptide of the invention. In a particularly preferred embodiment, the substantially purified antibodies or fragments thereof, the non-human antibodies or fragments thereof, and/or the monoclonal antibodies or fragments thereof, of the invention specifically bind to a secreted sequence or an extracellular domain of the amino acid sequences of the present invention.

[0240] Any of the antibodies of the invention can be conjugated to a therapeutic moiety or to a detectable substance. Non-limiting examples of detectable substances that can be conjugated to the antibodies of the invention are an enzyme, a prosthetic group, a fluorescent material, a luminescent material, a bioluminescent material, and a radioactive material.

[0241] The invention also provides a kit containing an antibody of the invention conjugated to a detectable substance, and instructions for use. Still another aspect of the invention is a pharmaceutical composition comprising an antibody of the invention and a pharmaceutically acceptable carrier. In preferred embodiments, the pharmaceutical composition contains an antibody of the invention, a therapeutic moiety, and a pharmaceutically acceptable carrier.

[0242] Still another aspect of the invention is a method of making an antibody that specifically recognizes a polypeptide of the present invention, the method comprising immunizing a mammal with a polypeptide. The polypeptide used as an immungen comprises an amino acid sequence selected from the group consisting of the amino acid sequence of the present invention, an amino acid sequence encoded by the cDNA of the nucleic acid molecules of the present invention, a fragment of at least 15 amino acid residues of the amino acid sequence of the present invention, an amino acid sequence which is at least 95% identical to the amino acid sequence of the present invention (wherein the percent identity is determined using the ALIGN program of the GCG software package with a PAM120 weight residue table, a gap length penalty of 12, and a gap penalty of 4) and an amino acid sequence which is encoded by a nucleic acid molecule which hybridizes to a nucleic acid molecule consisting of the nucleic acid molecules of the present invention, or a complement thereof, under conditions of hybridization of 6×SSC at 45° C. and washing in 0.2×SSC, 0.1% SDS at 65° C.

[0243] After immunization, a sample is collected from the mammal that contains an antibody that specifically recognizes the polypeptide. Preferably, the polypeptide is recombinantly produced using a non-human host cell. Optionally, the antibodies can be further purified from the sample using techniques well known to those of skill in the art. The method can further comprise producing a monoclonal antibody-producing cell from the cells of the mammal. Optionally, antibodies are collected from the antibody-producing cell.

[0244] III. Recombinant Expression Vectors and Host Cells

[0245] Another aspect of the invention pertains to vectors, preferably expression vectors, containing a nucleic acid encoding a polypeptide corresponding to a marker gene of the invention (or a portion of such a polypeptide). As used herein, the term “vector” refers to a nucleic acid molecule capable of transporting another nucleic acid to which it has been linked. One type of vector is a “plasmid”, which refers to a circular double stranded DNA loop into which additional DNA segments can be ligated. Another type of vector is a viral vector, wherein additional DNA segments can be ligated into the viral genome. Certain vectors are capable of autonomous replication in a host cell into which they are introduced (e.g., bacterial vectors having a bacterial origin of replication and episomal mammalian vectors). Other vectors (e.g., non-episomal mammalian vectors) are integrated into the genome of a host cell upon introduction into the host cell, and thereby are replicated along with the host genome. Moreover, certain vectors, namely expression vectors, are capable of directing the expression of genes to which they are operably linked. In general, expression vectors of utility in recombinant DNA techniques are often in the form of plasmids (vectors). However, the invention is intended to include such other forms of expression vectors, such as viral vectors (e.g., replication defective retroviruses, adenoviruses and adeno-associated viruses), which serve equivalent functions.

[0246] The recombinant expression vectors of the invention comprise a nucleic acid of the invention in a form suitable for expression of the nucleic acid in a host cell. This means that the recombinant expression vectors include one or more regulatory sequences, selected on the basis of the host cells to be used for expression, which is operably linked to the nucleic acid sequence to be expressed. Within a recombinant expression vector, “operably linked” is intended to mean that the nucleotide sequence of interest is linked to the regulatory sequence(s) in a manner which allows for expression of the nucleotide sequence (e.g., in an in vitro transcription/translation system or in a host cell when the vector is introduced into the host cell). The term “regulatory sequence” is intended to include promoters, enhancers and other expression control elements (e.g., polyadenylation signals). Such regulatory sequences are described, for example, in Goeddel, Methods in Enzymology: Gene Expression Technology vol. 185, Academic Press, San Diego, Calif. (1991). Regulatory sequences include those which direct constitutive expression of a nucleotide sequence in many types of host cell and those which direct expression of the nucleotide sequence only in certain host cells (e.g., tissue-specific regulatory sequences). It will be appreciated by those skilled in the art that the design of the expression vector can depend on such factors as the choice of the host cell to be transformed, the level of expression of protein desired, and the like. The expression vectors of the invention can be introduced into host cells to thereby produce proteins or peptides, including fusion proteins or peptides, encoded by nucleic acids as described herein.

[0247] The recombinant expression vectors of the invention can be designed for expression of a polypeptide corresponding to a marker gene of the invention in prokaryotic (e.g., E. coli) or eukaryotic cells (e.g., insect cells {using baculovirus expression vectors}, yeast cells or mammalian cells). Suitable host cells are discussed further in Goeddel, supra. Alternatively, the recombinant expression vector can be transcribed and translated in vitro, for example using T7 promoter regulatory sequences and T7 polymerase.

[0248] Expression of proteins in prokaryotes is most often carried out in E. coli with vectors containing constitutive or inducible promoters directing the expression of either fusion or non-fusion proteins. Fusion vectors add a number of amino acids to a protein encoded therein, usually to the amino terminus of the recombinant protein. Such fusion vectors typically serve three purposes: 1) to increase expression of recombinant protein; 2) to increase the solubility of the recombinant protein; and 3) to aid in the purification of the recombinant protein by acting as a ligand in affinity purification. Often, in fusion expression vectors, a proteolytic cleavage site is introduced at the junction of the fusion moiety and the recombinant protein to enable separation of the recombinant protein from the fusion moiety subsequent to purification of the fusion protein. Such enzymes, and their cognate recognition sequences, include Factor Xa, thrombin and enterokinase. Typical fusion expression vectors include pGEX (Pharmacia Biotech Inc; Smith and Johnson, 1988, Gene 67:31-40), pMAL (New England Biolabs, Beverly, Mass.) and pRIT5 (Pharmacia, Piscataway, N.J.) which fuse glutathione S-transferase (GST), maltose E binding protein, or protein A, respectively, to the target recombinant protein.

[0249] Examples of suitable inducible non-fusion E. coli expression vectors include pTrc (Amann et al., 1988, Gene 69:301-315) and pET ld (Studier et al., p. 60-89, In Gene Expression Technology: Methods in Enzymology vol. 185, Academic Press, San Diego, Calif., 1991). Target gene expression from the pTrc vector relies on host RNA polymerase transcription from a hybrid trp-lac fusion promoter. Target gene expression from the pET 11d vector relies on transcription from a T7 gn10-lac fusion promoter mediated by a co-expressed viral RNA polymerase (T7 gn1). This viral polymerase is supplied by host strains BL21 (DE3) or HMS 174(DE3) from a resident prophage harboring a T7 gn1 gene under the transcriptional control of the lactn 5 promoter.

[0250] One strategy to maximize recombinant protein expression in E. coli is to express the protein in a host bacteria with an impaired capacity to proteolytically cleave the recombinant protein (Gottesman, p. 119-128, In Gene Expression Technology: Methods in Enzymology vol. 185, Academic Press, San Diego, Calif., 1990. Another strategy is to alter the nucleic acid sequence of the nucleic acid to be inserted into an expression vector so that the individual codons for each amino acid are those preferentially utilized in E. coli (Wada et al., 1992, Nucleic Acids Res. 20:2111-2118). Such alteration of nucleic acid sequences of the invention can be carried out by standard DNA synthesis techniques.

[0251] In another embodiment, the expression vector is a yeast expression vector. Examples of vectors for expression in yeast S. cerevisiae include pYepSec1 (Baldari et al., 1987, EMBO J. 6:229-234), pMFa (Kuijan and Herskowitz, 1982, Cell 30:933-943), pJRY88 (Schultz et al., 1987, Gene 54:113-123), pYES2 (Invitrogen Corporation, San Diego, Calif.), and pPicZ (Invitrogen Corp, San Diego, Calif.).

[0252] Alternatively, the expression vector is a baculovirus expression vector. Baculovirus vectors available for expression of proteins in cultured insect cells (e.g., Sf 9 cells) include the pAc series (Smith et al., 1983, Mol. Cell Biol. 3:2156-2165) and the pVL series (Lucklow and Summers, 1989, Virology 170:31-39).

[0253] In yet another embodiment, a nucleic acid of the invention is expressed in mammalian cells using a mammalian expression vector. Examples of mammalian expression vectors include pCDM8 (Seed, 1987, Nature 329:840) and pMT2NOPC (Kaufman et al., 1987, EMBO J. 6:187-195). When used in mammalian cells, the expression vector's control functions are often provided by viral regulatory elements. For example, commonly used promoters are derived from polyoma, Adenovirus 2, cytomegalovirus and Simian Virus 40. For other suitable expression systems for both prokaryotic and eukaryotic cells see chapters 16 and 17 of Sambrook et al., supra.

[0254] In another embodiment, the recombinant mammalian expression vector is capable of directing expression of the nucleic acid preferentially in a particular cell type (e.g., tissue-specific regulatory elements are used to express the nucleic acid). Tissue-specific regulatory elements are known in the art. Non-limiting examples of suitable tissue-specific promoters include the albumin promoter (liver-specific; Pinkert et al., 1987, Genes Dev. 1:268-277), lymphoid-specific promoters (Calame and Eaton, 1988, Adv. Immunol. 43:235-275), in particular promoters of T cell receptors (Winoto and Baltimore, 1989, EMBO J. 8:729-733) and immunoglobulins (Baneiji et al., 1983, Cell 33:729-740; Queen and Baltimore, 1983, Cell 33:741-748), neuron-specific promoters (e.g., the neurofilament promoter; Byrne and Ruddle, 1989, Proc. Natl. Acad. Sci. USA 86:5473-5477), pancreas-specific promoters (Edlund et al., 1985, Science 230:912-916), and mammary gland-specific promoters (e.g., milk whey promoter; U.S. Pat. No. 4,873,316 and European Application Publication No. 264,166). Developmentally-regulated promoters are also encompassed, for example the murine hox promoters (Kessel and Gruss, 1990, Science 249:374-379) and the α-fetoprotein promoter (Camper and Tilghman, 1989, Genes Dev. 3:537-546).

[0255] The invention further provides a recombinant expression vector comprising a DNA molecule of the invention cloned into the expression vector in an antisense orientation. That is, the DNA molecule is operably linked to a regulatory sequence in a manner which allows for expression (by transcription of the DNA molecule) of an RNA molecule which is antisense to the mRNA encoding a polypeptide of the invention. Regulatory sequences operably linked to a nucleic acid cloned in the antisense orientation can be chosen which direct the continuous expression of the antisense RNA molecule in a variety of cell types, for instance viral promoters and/or enhancers, or regulatory sequences can be chosen which direct constitutive, tissue-specific or cell type specific expression of antisense RNA. The antisense expression vector can be in the form of a recombinant plasmid, phagemid, or attenuated virus in which antisense nucleic acids are produced under the control of a high efficiency regulatory region, the activity of which can be determined by the cell type into which the vector is introduced. For a discussion of the regulation of gene expression using antisense genes see Weintraub et al., 1986, Trends in Genetics, Vol. 1(1).

[0256] Another aspect of the invention pertains to host cells into which a recombinant expression vector of the invention has been introduced. The terms “host cell” and “recombinant host cell” are used interchangeably herein. It is understood that such terms refer not only to the particular subject cell but to the progeny or potential progeny of such a cell. Because certain modifications may occur in succeeding generations due to either mutation or environmental influences, such progeny may not, in fact, be identical to the parent cell, but are still included within the scope of the term as used herein.

[0257] A host cell can be any prokaryotic (e.g., E. coli) or eukaryotic cell (e.g., insect cells, yeast or mammalian cells).

[0258] Vector DNA can be introduced into prokaryotic or eukaryotic cells via conventional transformation or transfection techniques. As used herein, the terms “transformation” and “transfection” are intended to refer to a variety of art-recognized techniques for introducing foreign nucleic acid into a host cell, including calcium phosphate or calcium chloride co-precipitation, DEAE-dextran-mediated transfection, lipofection, or electroporation. Suitable methods for transforming or transfecting host cells can be found in Sambrook, et al. (supra), and other laboratory manuals.

[0259] For stable transfection of mammalian cells, it is known that, depending upon the expression vector and transfection technique used, only a small fraction of cells may integrate the foreign DNA into their genome. In order to identify and select these integrants, a gene that encodes a selectable marker gene (e.g., for resistance to antibiotics) is generally introduced into the host cells along with the gene of interest. Preferred selectable marker genes include those which confer resistance to drugs, such as G418, hygromycin and methotrexate. Cells stably transfected with the introduced nucleic acid can be identified by drug selection (e.g., cells that have incorporated the selectable marker gene will survive, while the other cells die).

[0260] A host cell of the invention, such as a prokaryotic or eukaryotic host cell in culture, can be used to produce a polypeptide corresponding to a marker gene of the invention. Accordingly, the invention further provides methods for producing a polypeptide corresponding to a marker gene of the invention using the host cells of the invention. In one embodiment, the method comprises culturing the host cell of invention (into which a recombinant expression vector encoding a polypeptide of the invention has been introduced) in a suitable medium such that the marker gene is produced. In another embodiment, the method further comprises isolating the marker gene polypeptide from the medium or the host cell.

[0261] The host cells of the invention can also be used to produce nonhuman transgenic animals. For example, in one embodiment, a host cell of the invention is a fertilized oocyte or an embryonic stem cell into which a sequences encoding a polypeptide corresponding to a marker gene of the invention have been introduced. Such host cells can then be used to create non-human transgenic animals in which exogenous sequences encoding a marker gene protein of the invention have been introduced into their genome or homologous recombinant animals in which endogenous gene(s) encoding a polypeptide corresponding to a marker gene of the invention sequences have been altered. Such animals are useful for studying the function and/or activity of the polypeptide corresponding to the marker gene and for identifying and/or evaluating modulators of polypeptide activity. As used herein, a “transgenic animal” is a non-human animal, preferably a mammal, more preferably a rodent such as a rat or mouse, in which one or more of the cells of the animal includes a transgene. Other examples of transgenic animals include non-human primates, sheep, dogs, cows, goats, chickens, amphibians, etc. A transgene is exogenous DNA which is integrated into the genome of a cell from which a transgenic animal develops and which remains in the genome of the mature animal, thereby directing the expression of an encoded gene product in one or more cell types or tissues of the transgenic animal. As used herein, an “homologous recombinant animal” is a non-human animal, preferably a mammal, more preferably a mouse, in which an endogenous gene has been altered by homologous recombination between the endogenous gene and an exogenous DNA molecule introduced into a cell of the animal, e.g., an embryonic cell of the animal, prior to development of the animal.

[0262] A transgenic animal of the invention can be created by introducing a nucleic acid encoding a polypeptide corresponding to a marker gene of the invention into the male pronuclei of a fertilized oocyte, e.g., by microinjection, retroviral infection, and allowing the oocyte to develop in a pseudopregnant female foster animal. Intronic sequences and polyadenylation signals can also be included in the transgene to increase the efficiency of expression of the transgene. A tissue-specific regulatory sequence(s) can be operably linked to the transgene to direct expression of the polypeptide of the invention to particular cells. Methods for generating transgenic animals via embryo manipulation and microinjection, particularly animals such as mice, have become conventional in the art and are described, for example, in U.S. Pat. Nos. 4,736,866 and 4,870,009, U.S. Pat. No. 4,873,191 and in Hogan, Manipulating the Mouse Embryo, Cold Spring Harbor Laboratory Press, Cold Spring Harbor, N.Y., 1986. Similar methods are used for production of other transgenic animals. A transgenic founder animal can be identified based upon the presence of the transgene in its genome and/or expression of mRNA encoding the transgene in tissues or cells of the animals. A transgenic founder animal can then be used to breed additional animals carrying the transgene. Moreover, transgenic animals carrying the transgene can further be bred to other transgenic animals carrying other transgenes.

[0263] To create an homologous recombinant animal, a vector is prepared which contains at least a portion of a gene encoding a polypeptide corresponding to a marker gene of the invention into which a deletion, addition or substitution has been introduced to thereby alter, e.g., functionally disrupt, the gene. In a preferred embodiment, the vector is designed such that, upon homologous recombination, the endogenous gene is functionally disrupted (i.e., no longer encodes a functional protein; also referred to as a “knock out” vector). Alternatively, the vector can be designed such that, upon homologous recombination, the endogenous gene is mutated or otherwise altered but still encodes functional protein (e.g., the upstream regulatory region can be altered to thereby alter the expression of the endogenous protein). In the homologous recombination vector, the altered portion of the gene is flanked at its 5′ and 3′ ends by additional nucleic acid of the gene to allow for homologous recombination to occur between the exogenous gene carried by the vector and an endogenous gene in an embryonic stem cell. The additional flanking nucleic acid sequences are of sufficient length for successful homologous recombination with the endogenous gene. Typically, several kilobases of flanking DNA (both at the 5′ and 3′ ends) are included in the vector (see, e.g., Thomas and Capecchi, 1987, Cell 51:503 for a description of homologous recombination vectors). The vector is introduced into an embryonic stem cell line (e.g., by electroporation) and cells in which the introduced gene has homologously recombined with the endogenous gene are selected (see, e.g., Li et al., 1992, Cell 69:915). The selected cells are then injected into a blastocyst of an animal (e.g., a mouse) to form aggregation chimeras (see, e.g., Bradley, Teratocarcinomas and Embryonic Stem Cells: A Practical Approach, Robertson, Ed., IRL, Oxford, 1987, pp. 113-152). A chimeric embryo can then be implanted into a suitable pseudopregnant female foster animal and the embryo brought to term. Progeny harboring the homologously recombined DNA in their germ cells can be used to breed animals in which all cells of the animal contain the homologously recombined DNA by germline transmission of the transgene. Methods for constructing homologous recombination vectors and homologous recombinant animals are described further in Bradley (1991) Current Opinion in Bio/Technology 2:823-829 and in PCT Publication NOS. WO 90/11354, WO 91/01140, WO 92/0968, and WO 93/04169.

[0264] In another embodiment, transgenic non-human animals can be produced which contain selected systems which allow for regulated expression of the transgene. One example of such a system is the cre/loxP recombinase system of bacteriophage P1. For a description of the cre/loxP recombinase system, see, e.g., Lakso et al. (1992) Proc. Natl. Acad. Sci. USA 89:6232-6236. Another example of a recombinase system is the FLP recombinase system of Saccharomyces cerevisiae (O'Gorman et al., 1991, Science 251:1351-1355). If a cre/loxP recombinase system is used to regulate expression of the transgene, animals containing transgenes encoding both the Cre recombinase and a selected protein are required. Such animals can be provided through the construction of “double” transgenic animals, e.g., by mating two transgenic animals, one containing a transgene encoding a selected protein and the other containing a transgene encoding a recombinase.

[0265] Clones of the non-human transgenic animals described herein can also be produced according to the methods described in Wilmut et al. (1997) Nature 385:810-813 and PCT Publication NOS. WO 97/07668 and WO 97/07669.

[0266] IV. Pharmaceutical Compositions

[0267] The nucleic acid molecules, polypeptides, and antibodies (also referred to herein as “active compounds”) corresponding to a marker gene of the invention can be incorporated into pharmaceutical compositions suitable for administration. Such compositions typically comprise the nucleic acid molecule, protein, or antibody and a pharmaceutically acceptable carrier. As used herein the language “pharmaceutically acceptable carrier” is intended to include any and all solvents, dispersion media, coatings, antibacterial and antifungal agents, isotonic and absorption delaying agents, and the like, compatible with pharmaceutical administration. The use of such media and agents for pharmaceutically active substances is well known in the art. Except insofar as any conventional media or agent is incompatible with the active compound, use thereof in the compositions is contemplated. Supplementary active compounds can also be incorporated into the compositions.

[0268] The invention includes methods for preparing pharmaceutical compositions for modulating the expression or activity of a polypeptide or nucleic acid corresponding to a marker gene of the invention. Such methods comprise formulating a pharmaceutically acceptable carrier with an agent which modulates expression or activity of a polypeptide or nucleic acid corresponding to a marker gene of the invention. Such compositions can further include additional active agents. Thus, the invention further includes methods for preparing a pharmaceutical composition by formulating a pharmaceutically acceptable carrier with an agent which modulates expression or activity of a polypeptide or nucleic acid corresponding to a marker gene of the invention and one or more, additional active compounds.

[0269] The invention also provides methods (also referred to herein as “screening assays”) for identifying modulators, i.e., candidate or test compounds or agents (e.g., peptides, peptidomimetics, peptoids, small molecules or other drugs) which (a) bind to the marker gene, or (b) have a modulatory (e.g., stimulatory or inhibitory) effect on the activity of the marker gene or, more specifically, (c) have a modulatory effect on the interactions of the marker gene with one or more of its natural substrates (e.g., peptide, protein, hormone, co-factor, or nucleic acid), or (d) have a modulatory effect on the expression of the marker gene. Such assays typically comprise a reaction between the marker gene and one or more assay components. The other components may be either the test compound itself, or a combination of test compound and a natural binding partner of the marker gene.

[0270] The test compounds of the present invention may be obtained from any available source, including systematic libraries of natural and/or synthetic compounds. Test compounds may also be obtained by any of the numerous approaches in combinatorial library methods known in the art, including: biological libraries; peptoid libraries (libraries of molecules having the functionalities of peptides, but with a novel, non-peptide backbone which are resistant to enzymatic degradation but which nevertheless remain bioactive; see, e.g., Zuckerrnann et al., 1994, J. Med. Chem. 37:2678-85); spatially addressable parallel solid phase or solution phase libraries; synthetic library methods requiring deconvolution; the ‘one-bead one-compound’ library method; and synthetic library methods using affinity chromatography selection. The biological library and peptoid library approaches are limited to peptide libraries, while the other four approaches are applicable to peptide, non-peptide oligomer or small molecule libraries of compounds (Lam, 1997, Anticancer Drug Des. 12:145).

[0271] Examples of methods for the synthesis of molecular libraries can be found in the art, for example in: DeWitt et al. (1993) Proc. Natl. Acad. Sci. U.S.A. 90:6909; Erb et al. (1994) Proc. Natl. Acad. Sci. USA 91:11422; Zuckermann et al. (1994). J. Med. Chem. 37:2678; Cho et al. (1993) Science 261:1303; Carrell et al. (1994) Angew. Chem. Int. Ed. Engl. 33:2059; Carell et al. (1994) Angew. Chem. Int. Ed. Engl. 33:2061; and in Gallop et al. (1994) J. Med. Chem. 37:1233.

[0272] Libraries of compounds may be presented in solution (e.g., Houghten, 1992, Biotechniques 13:412-421), or on beads (Lam, 1991, Nature 354:82-84), chips (Fodor, 1993, Nature 364:555-556), bacteria and/or spores, (Ladner, U.S. Pat. No. 5,223,409), plasmids (Cull et al, 1992, Proc Natl Acad Sci USA 89:1865-1869) or on phage (Scott and Smith, 1990, Science 249:386-390; Devlin, 1990, Science 249:404-406; Cwirla et al, 1990, Proc. Natl. Acad. Sci. 87:6378-6382; Felici, 1991, J. Mol. Biol. 222:301-310; Ladner, supra.).

[0273] In one embodiment, the invention provides assays for screening candidate or test compounds which are substrates of a marker gene or biologically active portion thereof. In another embodiment, the invention provides assays for screening candidate or test compounds which bind to a marker gene or biologically active portion thereof. Determining the ability of the test compound to directly bind to a marker gene can be accomplished, for example, by coupling the compound with a radioisotope or enzymatic label such that binding of the compound to the marker gene can be determined by detecting the labeled marker gene compound in a complex. For example, compounds (e.g., marker gene substrates) can be labeled with ¹²⁵I, ³⁵S, ¹⁴C, or ³H, either directly or indirectly, and the radioisotope detected by direct counting of radioemission or by scintillation counting. Alternatively, assay components can be enzymatically labeled with, for example, horseradish peroxidase, alkaline phosphatase, or luciferase, and the enzymatic label detected by determination of conversion of an appropriate substrate to product.

[0274] In another embodiment, the invention provides assays for screening candidate or test compounds which modulate the activity of a marker gene or a biologically active portion thereof. In all likelihood, the marker gene can, in vivo, interact with one or more molecules, such as but not limited to, peptides, proteins, hormones, cofactors and nucleic acids. For the purposes of this discussion, such cellular and extracellular molecules are referred to herein as “binding partners” or marker gene “substrate”.

[0275] One necessary embodiment of the invention in order to facilitate such screening is the use of the marker gene to identify its natural in vivo binding partners. There are many ways to accomplish this which are known to one skilled in the art. One example is the use of the marker gene protein as “bait protein” in a two-hybrid assay or three-hybrid assay (see, e.g., U.S. Pat. No. 5,283,317; Zervos et al, 1993, Cell 72:223-232; Madura et al, 1993, J. Biol. Chem. 268:12046-12054; Bartel et al, 1993, Biotechniques 14:920-924; Iwabuchi et al, 1993 Oncogene 8:1693-1696; Brent WO94/10300) in order to identify other proteins which bind to or interact with the marker gene (binding partners) and, therefore, are possibly involved in the natural function of the marker gene. Such marker gene binding partners are also likely to be involved in the propagation of signals by the marker gene or downstream elements of a marker gene-mediated signaling pathway. Alternatively, such marker gene binding partners may also be found to be inhibitors of the marker gene.

[0276] The two-hybrid system is based on the modular nature of most transcription factors, which consist of separable DNA-binding and activation domains. Briefly, the assay utilizes two different DNA constructs. In one construct, the gene that encodes a marker gene protein fused to a gene encoding the DNA binding domain of a known transcription factor (e.g., GAL-4). In the other construct, a DNA sequence, from a library of DNA sequences, that encodes an unidentified protein (“prey” or “sample”) is fused to a gene that codes for the activation domain of the known transcription factor. If the “bait” and the “prey” proteins are able to interact, in vivo, forming a marker gene-dependent complex, the DNA-binding and activation domains of the transcription factor are brought into close proximity. This proximity allows transcription of a reporter gene (e.g., LacZ) which is operably linked to a transcriptional regulatory site responsive to the transcription factor. Expression of the reporter gene can be readily detected and cell colonies containing the functional transcription factor can be isolated and used to obtain the cloned gene which encodes the protein which interacts with the marker gene protein.

[0277] In a further embodiment, assays may be devised through the use of the invention for the purpose of identifying compounds which modulate (e.g., affect either positively or negatively) interactions between a marker gene and its substrates and/or binding partners. Such compounds can include, but are not limited to, molecules such as antibodies, peptides, hormones, oligonucleotides, nucleic acids, and analogs thereof. Such compounds may also be obtained from any available source, including systematic libraries of natural and/or synthetic compounds. The preferred assay components for use in this embodiment is an prostate cancer marker gene identified herein, the known binding partner and/or substrate of same, and the test compound. Test compounds can be supplied from any source.

[0278] The basic principle of the assay systems used to identify compounds that interfere with the interaction between the marker gene and its binding partner involves preparing a reaction mixture containing the marker gene and its binding partner under conditions and for a time sufficient to allow the two products to interact and bind, thus forming a complex. In order to test an agent for inhibitory activity, the reaction mixture is prepared in the presence and absence of the test compound. The test compound can be initially included in the reaction mixture, or can be added at a time subsequent to the addition of the marker gene and its binding partner. Control reaction mixtures are incubated without the test compound or with a placebo. The formation of any complexes between the marker gene and its binding partner is then detected. The formation of a complex in the control reaction, but less or no such formation in the reaction mixture containing the test compound, indicates that the compound interferes with the interaction of the marker gene and its binding partner. Conversely, the formation of more complex in the presence of compound than in the control reaction indicates that the compound may enhance interaction of the marker gene and its binding partner.

[0279] The assay for compounds that interfere with the interaction of the marker gene with its binding partner may be conducted in a heterogeneous or homogeneous format. Heterogeneous assays involve anchoring either the marker gene or its binding partner onto a solid phase and detecting complexes anchored to the solid phase at the end of the reaction. In homogeneous assays, the entire reaction is carried out in a liquid phase. In either approach, the order of addition of reactants can be varied to obtain different information about the compounds being tested. For example, test compounds that interfere with the interaction between the marker genes and the binding partners (e.g., by competition) can be identified by conducting the reaction in the presence of the test substance, i.e., by adding the test substance to the reaction mixture prior to or simultaneously with the marker gene and its interactive binding partner. Alternatively, test compounds that disrupt preformed complexes, e.g., compounds with higher binding constants that displace one of the components from the complex, can be tested by adding the test compound to the reaction mixture after complexes have been formed. The various formats are briefly described below.

[0280] In a heterogeneous assay system, either the marker gene or its binding partner is anchored onto a solid surface or matrix, while the other corresponding non-anchored component may be labeled, either directly or indirectly. In practice, microtitre plates are often utilized for this approach. The anchored species can be immobilized by a number of methods, either non-covalent or covalent, that are typically well known to one who practices the art. Non-covalent attachment can often be accomplished simply by coating the solid surface with a solution of the marker gene or its binding partner and drying. Alternatively, an immobilized antibody specific for the assay component to be anchored can be used for this purpose. Such surfaces can often be prepared in advance and stored.

[0281] In related embodiments, a fusion protein can be provided which adds a domain that allows one or both of the assay components to be anchored to a matrix. For example, glutathione-S-transferase/marker gene fusion proteins or glutathione-S-transferase/binding partner can be adsorbed onto glutathione sepharose beads (Sigma Chemical, St. Louis, Mo.) or glutathione derivatized microtiter plates, which are then combined with the test compound or the test compound and either the non-adsorbed marker gene or its binding partner, and the mixture incubated under conditions conducive to complex formation (e.g., physiological conditions). Following incubation, the beads or microtiter plate wells are washed to remove any unbound assay components, the immobilized complex assessed either directly or indirectly, for example, as described above. Alternatively, the complexes can be dissociated from the matrix, and the level of marker gene binding or activity determined using standard techniques.

[0282] Other techniques for immobilizing proteins on matrices can also be used in the screening assays of the invention. For example, either a marker gene or a marker gene binding partner can be immobilized utilizing conjugation of biotin and streptavidin. Biotinylated marker gene protein or target molecules can be prepared from biotin-NHS (N-hydroxy-succinimide) using techniques known in the art (e.g., biotinylation kit, Pierce Chemicals, Rockford, Ill.), and immobilized in the wells of streptavidin-coated 96 well plates (Pierce Chemical). In certain embodiments, the protein-immobilized surfaces can be prepared in advance and stored.

[0283] In order to conduct the assay, the corresponding partner of the immobilized assay component is exposed to the coated surface with or without the test compound. After the reaction is complete, unreacted assay components are removed (e.g., by washing) and any complexes formed will remain immobilized on the solid surface. The detection of complexes anchored on the solid surface can be accomplished in a number of ways. Where the non-immobilized component is pre-labeled, the detection of label immobilized on the surface indicates that complexes were formed. Where the non-immobilized component is not pre-labeled, an indirect label can be used to detect complexes anchored on the surface; e.g., using a labeled antibody specific for the initially non-immobilized species (the antibody, in turn, can be directly labeled or indirectly labeled with, e.g., a labeled anti-Ig antibody). Depending upon the order of addition of reaction components, test compounds which modulate (inhibit or enhance) complex formation or which disrupt preformed complexes can be detected.

[0284] In an alternate embodiment of the invention, a homogeneous assay may be used. This is typically a reaction, analogous to those mentioned above, which is conducted in a liquid phase in the presence or absence of the test compound. The formed complexes are then separated from unreacted components, and the amount of complex formed is determined. As mentioned for heterogeneous assay systems, the order of addition of reactants to the liquid phase can yield information about which test compounds modulate (inhibit or enhance) complex formation and which disrupt preformed complexes.

[0285] In such a homogeneous assay, the reaction products may be separated from unreacted assay components by any of a number of standard techniques, including but not limited to: differential centrifugation, chromatography, electrophoresis and immunoprecipitation. In differential centrifugation, complexes of molecules may be separated from uncomplexed molecules through a series of centrifugal steps, due to the different sedimentation equilibria of complexes based on their different sizes and densities (see, for example, Rivas, G., and Minton, A. P., Trends Biochem Sci August 1993;18(8):284-7). Standard chromatographic techniques may also be utilized to separate complexed molecules from uncomplexed ones. For example, gel filtration chromatography separates molecules based on size, and through the utilization of an appropriate gel filtration resin in a column format, for example, the relatively larger complex may be separated from the relatively smaller uncomplexed components. Similarly, the relatively different charge properties of the complex as compared to the uncomplexed molecules may be exploited to differentially separate the complex from the remaining individual reactants, for example through the use of ion-exchange chromatography resins. Such resins and chromatographic techniques are well known to one skilled in the art (see, e.g., Heegaard, 1998, J. Mol. Recognit. 11: 141-148; Hage and Tweed, 1997, J. Chromatogr. B. Biomed. Sci. Appl., 699:499-525). Gel electrophoresis may also be employed to separate complexed molecules from unbound species (see, e.g., Ausubel et al (eds.), In: Current Protocols in Molecular Biology, J. Wiley & Sons, New York. 1999). In this technique, protein or nucleic acid complexes are separated based on size or charge, for example. In order to maintain the binding interaction during the electrophoretic process, nondenaturing gels in the absence of reducing agent are typically preferred, but conditions appropriate to the particular interactants will be well known to one skilled in the art. Immunoprecipitation is another common technique utilized for the isolation of a protein-protein complex from solution (see, e.g., Ausubel et al (eds.), In: Current Protocols in Molecular Biology, J. Wiley & Sons, New York. 1999). In this technique, all proteins binding to an antibody specific to one of the binding molecules are precipitated from solution by conjugating the antibody to a polymer bead that may be readily collected by centrifugation. The bound assay components are released from the beads (through a specific proteolysis event or other technique well known in the art which will not disturb the protein-protein interaction in the complex), and a second immunoprecipitation step is performed, this time utilizing antibodies specific for the correspondingly different interacting assay component. In this manner, only formed complexes should remain attached to the beads. Variations in complex formation in both the presence and the absence of a test compound can be compared, thus offering information about the ability of the compound to modulate interactions between the marker gene and its binding partner.

[0286] Also within the scope of the present invention are methods for direct detection of interactions between the marker gene and its natural binding partner and/or a test compound in a homogeneous or heterogeneous assay system without further sample manipulation. For example, the technique of fluorescence energy transfer may be utilized (see, e.g., Lakowicz et al, U.S. Pat. No. 5,631,169; Stavrianopoulos et al, U.S. Pat. No. 4,868,103). Generally, this technique involves the addition of a fluorophore label on a first ‘donor’ molecule (e.g., marker gene or test compound) such that its emitted fluorescent energy will be absorbed by a fluorescent label on a second, ‘acceptor’ molecule (e.g., marker gene or test compound), which in turn is able to fluoresce due to the absorbed energy. Alternately, the ‘donor’ protein molecule may simply utilize the natural fluorescent energy of tryptophan residues. Labels are chosen that emit different wavelengths of light, such that the ‘acceptor’ molecule label may be differentiated from that of the ‘donor’. Since the efficiency of energy transfer between the labels is related to the distance separating the molecules, spatial relationships between the molecules can be assessed. In a situation in which binding occurs between the molecules, the fluorescent emission of the ‘acceptor’ molecule label in the assay should be maximal. An FET binding event can be conveniently measured through standard fluorometric detection means well known in the art (e.g., using a fluorimeter). A test substance which either enhances or hinders participation of one of the species in the preformed complex will result in the generation of a signal variant to that of background. In this way, test substances that modulate interactions between a marker gene and its binding partner can be identified in controlled assays.

[0287] In another embodiment, modulators of marker gene expression are identified in a method wherein a cell is contacted with a candidate compound and the expression of mRNA or protein, corresponding to a marker gene in the cell, is determined. The level of expression of mRNA or protein in the presence of the candidate compound is compared to the level of expression of mRNA or protein in the absence of the candidate compound. The candidate compound can then be identified as a modulator of marker gene expression based on this comparison. For example, when expression of marker gene mRNA or protein is greater (statistically significantly greater) in the presence of the candidate compound than in its absence, the candidate compound is identified as a stimulator of marker gene mRNA or protein expression. Conversely, when expression of marker gene mRNA or protein is less (statistically significantly less) in the presence of the candidate compound than in its absence, the candidate compound is identified as an inhibitor of marker gene mRNA or protein expression. The level of marker gene mRNA or protein expression in the cells can be determined by methods described herein for detecting marker gene mRNA or protein.

[0288] In another aspect, the invention pertains to a combination of two or more of the assays described herein. For example, a modulating agent can be identified using a cell-based or a cell free assay, and the ability of the agent to modulate the activity of a marker gene protein can be further confirmed in vivo, e.g., in a whole animal model for cellular transformation and/or tumorigenesis.

[0289] This invention further pertains to novel agents identified by the above-described screening assays. Accordingly, it is within the scope of this invention to further use an agent identified as described herein in an appropriate animal model. For example, an agent identified as described herein (e.g., an marker gene modulating agent, an antisense marker gene nucleic acid molecule, an marker gene-specific antibody, or an marker gene-binding partner) can be used in an animal model to determine the efficacy, toxicity, or side effects of treatment with such an agent. Alternatively, an agent identified as described herein can be used in an animal model to determine the mechanism of action of such an agent. Furthermore, this invention pertains to uses of novel agents identified by the above-described screening assays for treatments as described herein.

[0290] It is understood that appropriate doses of small molecule agents and protein or polypeptide agents depends upon a number of factors within the knowledge of the ordinarily skilled physician, veterinarian, or researcher. The dose(s) of these agents will vary, for example, depending upon the identity, size, and condition of the subject or sample being treated, further depending upon the route by which the composition is to be administered, if applicable, and the effect which the practitioner desires the agent to have upon the nucleic acid or polypeptide of the invention. Exemplary doses of a small molecule include milligram or microgram amounts per kilogram of subject or sample weight (e.g. about 1 microgram per kilogram to about 500 milligrams per kilogram, about 100 micrograms per kilogram to about 5 milligrams per kilogram, or about 1 microgram per kilogram to about 50 micrograms per kilogram). Exemplary doses of a protein or polypeptide include gram, milligram or microgram amounts per kilogram of subject or sample weight (e.g. about 1 microgram per kilogram to about 5 grams per kilogram, about 100 micrograms per kilogram to about 500 milligrams per kilogram, or about 1 milligram per kilogram to about 50 milligrams per kilogram). It is furthermore understood that appropriate doses of one of these agents depend upon the potency of the agent with respect to the expression or activity to be modulated. Such appropriate doses can be determined using the assays described herein. When one or more of these agents is to be administered to an animal (e.g. a human) in order to modulate expression or activity of a polypeptide or nucleic acid of the invention, a physician, veterinarian, or researcher can, for example, prescribe a relatively low dose at first, subsequently increasing the dose until an appropriate response is obtained. In addition, it is understood that the specific dose level for any particular animal subject will depend upon a variety of factors including the activity of the specific agent employed, the age, body weight, general health, gender, and diet of the subject, the time of administration, the route of administration, the rate of excretion, any drug combination, and the degree of expression or activity to be modulated.

[0291] A pharmaceutical composition of the invention is formulated to be compatible with its intended route of administration. Examples of routes of administration include parenteral, e.g., intravenous, intradermal, subcutaneous, oral (e.g., inhalation), transdermal (topical), transmucosal, and rectal administration. Solutions or suspensions used for parenteral, intradermal, or subcutaneous application can include the following components: a sterile diluent such as water for injection, saline solution, fixed oils, polyethylene glycols, glycerine, propylene glycol or other synthetic solvents; antibacterial agents such as benzyl alcohol or methyl parabens; antioxidants such as ascorbic acid or sodium bisulfite; chelating agents such as ethylenediamine-tetraacetic acid; buffers such as acetates, citrates or phosphates and agents for the adjustment of tonicity such as sodium chloride or dextrose. pH can be adjusted with acids or bases, such as hydrochloric acid or sodium hydroxide. The parenteral preparation can be enclosed in ampules, disposable syringes or multiple dose vials made of glass or plastic.

[0292] Pharmaceutical compositions suitable for injectable use include sterile aqueous solutions (where water soluble) or dispersions and sterile powders for the extemporaneous preparation of sterile injectable solutions or dispersions. For intravenous administration, suitable carriers include physiological saline, bacteriostatic water, Cremophor EL (BASF; Parsippany, N.J.) or phosphate buffered saline (PBS). In all cases, the composition must be sterile and should be fluid to the extent that easy syringability exists. It must be stable under the conditions of manufacture and storage and must be preserved against the contaminating action of microorganisms such as bacteria and fungi. The carrier can be a solvent or dispersion medium containing, for example, water, ethanol, polyol (for example, glycerol, propylene glycol, and liquid polyethylene glycol, and the like), and suitable mixtures thereof. The proper fluidity can be maintained, for example, by the use of a coating such as lecithin, by the maintenance of the required particle size in the case of dispersion and by the use of surfactants. Prevention of the action of microorganisms can be achieved by various antibacterial and antifungal agents, for example, parabens, chlorobutanol, phenol, ascorbic acid, thimerosal, and the like. In many cases, it will be preferable to include isotonic agents, for example, sugars, polyalcohols such as mannitol, sorbitol, or sodium chloride in the composition. Prolonged absorption of the injectable compositions can be brought about by including in the composition an agent which delays absorption, for example, aluminum monostearate and gelatin.

[0293] Sterile injectable solutions can be prepared by incorporating the active compound (e.g., a polypeptide or antibody) in the required amount in an appropriate solvent with one or a combination of ingredients enumerated above, as required, followed by filtered sterilization. Generally, dispersions are prepared by incorporating the active compound into a sterile vehicle which contains a basic dispersion medium, and then incorporating the required other ingredients from those enumerated above. In the case of sterile powders for the preparation of sterile injectable solutions, the preferred methods of preparation are vacuum drying and freeze-drying which yields a powder of the active ingredient plus any additional desired ingredient from a previously sterile-filtered solution thereof.

[0294] Oral compositions generally include an inert diluent or an edible carrier. They can be enclosed in gelatin capsules or compressed into tablets. For the purpose of oral therapeutic administration, the active compound can be incorporated with excipients and used in the form of tablets, troches, or capsules. Oral compositions can also be prepared using a fluid carrier for use as a mouthwash, wherein the compound in the fluid carrier is applied orally and swished and expectorated or swallowed.

[0295] Pharmaceutically compatible binding agents, and/or adjuvant materials can be included as part of the composition. The tablets, pills, capsules, troches, and the like can contain any of the following ingredients, or compounds of a similar nature: a binder such as microcrystalline cellulose, gum tragacanth or gelatin; an excipient such as starch or lactose, a disintegrating agent such as alginic acid, Primogel, or corn starch; a lubricant such as magnesium stearate or Sterotes; a glidant such as colloidal silicon dioxide; a sweetening agent such as sucrose or saccharin; or a flavoring agent such as peppermint, methyl salicylate, or orange flavoring.

[0296] For administration by inhalation, the compounds are delivered in the form of an aerosol spray from a pressurized container or dispenser which contains a suitable propellant, e.g., a gas such as carbon dioxide, or a nebulizer.

[0297] Systemic administration can also be by transmucosal or transdermal means. For transmucosal or transdermal administration, penetrants appropriate to the barrier to be permeated are used in the formulation. Such penetrants are generally known in the art, and include, for example, for transmucosal administration, detergents, bile salts, and fusidic acid derivatives. Transmucosal administration can be accomplished through the use of nasal sprays or suppositories. For transdermal administration, the active compounds are formulated into ointments, salves, gels, or creams as generally known in the art.

[0298] The compounds can also be prepared in the form of suppositories (e.g., with conventional suppository bases such as cocoa butter and other glycerides) or retention enemas for rectal delivery.

[0299] In one embodiment, the active compounds are prepared with carriers that will protect the compound against rapid elimination from the body, such as a controlled release formulation, including implants and microencapsulated delivery systems. Biodegradable, biocompatible polymers can be used, such as ethylene vinyl acetate, polyanhydrides, polyglycolic acid, collagen, polyorthoesters, and polylactic acid. Methods for preparation of such formulations will be apparent to those skilled in the art. The materials can also be obtained commercially from Alza Corporation and Nova Pharmaceuticals, Inc. Liposomal suspensions (including liposomes having monoclonal antibodies incorporated therein or thereon) can also be used as pharmaceutically acceptable carriers. These can be prepared according to methods known to those skilled in the art, for example, as described in U.S. Pat. No. 4,522,811.

[0300] It is especially advantageous to formulate oral or parenteral compositions in dosage unit form for ease of administration and uniformity of dosage. Dosage unit form as used herein refers to physically discrete units suited as unitary dosages for the subject to be treated; each unit containing a predetermined quantity of active compound calculated to produce the desired therapeutic effect in association with the required pharmaceutical carrier. The specification for the dosage unit forms of the invention are dictated by and directly dependent on the unique characteristics of the active compound and the particular therapeutic effect to be achieved, and the limitations inherent in the art of compounding such an active compound for the treatment of individuals.

[0301] For antibodies, the preferred dosage is 0.1 mg/kg to 100 mg/kg of body weight (generally 10 mg/kg to 20 mg/kg). If the antibody is to act in the brain, a dosage of 50 mg/kg to 100 mg/kg is usually appropriate. Generally, partially human antibodies and fuilly human antibodies have a longer half-life within the human body than other antibodies. Accordingly, lower dosages and less frequent administration is often possible. Modifications such as lipidation can be used to stabilize antibodies and to enhance uptake and tissue penetration (e.g., into the prostate epithelium). A method for lipidation of antibodies is described by Cruikshank et al. (1997) J. Acquired Immune Deficiency Syndromes and Human Retrovirology 14:193.

[0302] The nucleic acid molecules corresponding to a marker gene of the invention can be inserted into vectors and used as gene therapy vectors. Gene therapy vectors can be delivered to a subject by, for example, intravenous injection, local administration (U.S. Pat. No. 5,328,470), or by stereotactic injection (see, e.g., Chen et al., 1994, Proc. Natl. Acad. Sci. USA 91:3054-3057). The pharmaceutical preparation of the gene therapy vector can include the gene therapy vector in an acceptable diluent, or can comprise a slow release matrix in which the gene delivery vehicle is imbedded. Alternatively, where the complete gene delivery vector can be produced intact from recombinant cells, e.g. retroviral vectors, the pharmaceutical preparation can include one or more cells which produce the gene delivery system.

[0303] The pharmaceutical compositions can be included in a container, pack, or dispenser together with instructions for administration.

[0304] V. Predictive Medicine

[0305] The present invention pertains to the field of predictive medicine in which diagnostic assays, prognostic assays, pharmacogenomics, and monitoring clinical trails are used for prognostic (predictive) purposes to thereby treat an individual prophylactically. Accordingly, one aspect of the present invention relates to diagnostic assays for determining the level of expression of polypeptides or nucleic acids corresponding to one or more marker genes of the invention, in order to determine whether an individual is at risk of developing prostate cancer. Such assays can be used for prognostic or predictive purposes to thereby prophylactically treat an individual prior to the onset of the cancer.

[0306] Yet another aspect of the invention pertains to monitoring the influence of agents (e.g., drugs or other compounds administered either to inhibit prostate cancer or to treat or prevent any other disorder {i.e. in order to understand any prostate carcinogenic effects that such treatment may have}) on the expression or activity of a marker gene of the invention in clinical trials. These and other agents are described in further detail in the following sections.

[0307] A. Diagnostic Assays

[0308] An exemplary method for detecting the presence or absence of a polypeptide or nucleic acidecorresponding to a marker gene of the invention in a biological sample involves obtaining a biological sample (e.g. a prostate smear) from a test subject and contacting the biological sample with a compound or an agent capable of detecting the polypeptide or nucleic acid (e.g., mRNA, genomic DNA, or cDNA). The detection methods of the invention can thus be used to detect mRNA, protein, cDNA, or genomic DNA, for example, in a biological sample in vitro as well as in vivo. For example, in vitro techniques for detection of mRNA include Northern hybridizations and in situ hybridizations. In vitro techniques for detection of a polypeptide corresponding to a marker gene of the invention include enzyme linked immunosorbent assays (ELISAs), Western blots, immunoprecipitations, immunohistochemistry and immunofluorescence. In vitro techniques for detection of genomic DNA include Southern hybridizations. Furthermore, in vivo techniques for detection of a polypeptide corresponding to a marker gene of the invention include introducing into a subject a labeled antibody directed against the polypeptide. For example, the antibody can be labeled with a radioactive marker gene whose presence and location in a subject can be detected by standard imaging techniques.

[0309] A general principle of such diagnostic and prognostic assays involves preparing a sample or reaction mixture that may contain a marker gene, and a probe, under appropriate conditions and for a time sufficient to allow the marker gene and probe to interact and bind, thus forming a complex that can be removed and/or detected in the reaction mixture. These assays can be conducted in a variety of ways.

[0310] For example, one method to conduct such an assay would involve anchoring the marker gene or probe onto a solid phase support, also referred to as a substrate, and detecting target marker gene/probe complexes anchored on the solid phase at the end of the reaction. In one embodiment of such a method, a sample from a subject, which is to be assayed for presence and/or concentration of marker gene, can be anchored onto a carrier or solid phase support. In another embodiment, the reverse situation is possible, in which the probe can be anchored to a solid phase and a sample from a subject can be allowed to react as an unanchored component of the assay.

[0311] There are many established methods for anchoring assay components to a solid phase. These include, without limitation, marker gene or probe molecules which are immobilized through conjugation of biotin and streptavidin. Such biotinylated assay components can be prepared from biotin-NHS(N-hydroxy-succinimide) using techniques known in the art (e.g., biotinylation kit, Pierce Chemicals, Rockford, Ill.), and immobilized in the wells of streptavidin-coated 96 well plates (Pierce Chemical). In certain embodiments, the surfaces with immobilized assay components can be prepared in advance and stored.

[0312] Other suitable carriers or solid phase supports for such assays include any material capable of binding the class of molecule to which the marker gene or probe belongs. Well-known supports or carriers include, but are not limited to, glass, polystyrene, nylon, polypropylene, nylon, polyethylene, dextran, amylases, natural and modified celluloses, polyacrylamides, gabbros, and magnetite.

[0313] In order to conduct assays with the above mentioned approaches, the non-immobilized component is added to the solid phase upon which the second component is anchored. After the reaction is complete, uncomplexed components may be removed (e.g., by washing) under conditions such that any complexes formed will remain immobilized upon the solid phase. The detection of marker gene/probe complexes anchored to the solid phase can be accomplished in a number of methods outlined herein.

[0314] In a preferred embodiment, the probe, when it is the unanchored assay component, can be labeled for the purpose of detection and readout of the assay, either directly or indirectly, with detectable labels discussed herein and which are well-known to one skilled in the art.

[0315] It is also possible to directly detect marker gene/probe complex formation without further manipulation or labeling of either component (marker gene or probe), for example by utilizing the technique of fluorescence energy transfer (see, for example, Lakowicz et al., U.S. Pat. No. 5,631,169; Stavrianopoulos, et al., U.S. Pat. No. 4,868,103). A fluorophore label on the first, ‘donor’ molecule is selected such that, upon excitation with incident light of appropriate wavelength, its emitted fluorescent energy will be absorbed by a fluorescent label on a second ‘acceptor’ molecule, which in turn is able to fluoresce due to the absorbed energy. Alternately, the ‘donor’ protein molecule may simply utilize the natural fluorescent energy of tryptophan residues. Labels are chosen that emit different wavelengths of light, such that the ‘acceptor’ molecule label may be differentiated from that of the ‘donor’. Since the efficiency of energy transfer between the labels is related to the distance separating the molecules, spatial relationships between the molecules can be assessed. In a situation in which binding occurs between the molecules, the fluorescent emission of the ‘acceptor’ molecule label in the assay should be maximal. An FET binding event can be conveniently measured through standard fluorometric detection means well known in the art (e.g., using a fluorimeter).

[0316] In another embodiment, determination of the ability of a probe to recognize a marker gene can be accomplished without labeling either assay component (probe or marker gene) by utilizing a technology such as real-time Biomolecular Interaction Analysis (BIA) (see, e.g., Sjolander, S. and Urbaniczky, C., 1991, Anal. Chem. 63:2338-2345 and Szabo et al., 1995, Curr. Opin. Struct. Biol. 5:699-705). As used herein, “BIA” or “surface plasmon resonance” is a technology for studying biospecific interactions in real time, without labeling any of the interactants (e.g., BIAcore). Changes in the mass at the binding surface (indicative of a binding event) result in alterations of the refractive index of light near the surface (the optical phenomenon of surface plasmon resonance (SPR)), resulting in a detectable signal which can be used as an indication of real-time reactions between biological molecules.

[0317] Alternatively, in another embodiment, analogous diagnostic and prognostic assays can be conducted with marker gene and probe as solutes in a liquid phase. In such an assay, the complexed marker gene and probe are separated from uncomplexed components by any of a number of standard techniques, including but not limited to: differential centrifugation, chromatography, electrophoresis and immunoprecipitation. In differential centrifugation, marker gene/probe complexes may be separated from uncomplexed assay components through a series of centrifugal steps, due to the different sedimentation equilibria of complexes based on their different sizes and densities (see, for example, Rivas, G., and Minton, A. P., 1993, Trends Biochem Sci. 18(8):284-7). Standard chromatographic techniques may also be utilized to separate complexed molecules from uncomplexed ones. For example, gel filtration chromatography separates molecules based on size, and through the utilization of an appropriate gel filtration resin in a column format, for example, the relatively larger complex may be separated from the relatively smaller uncomplexed components. Similarly, the relatively different charge properties of the marker gene/probe complex as compared to the uncomplexed components may be exploited to differentiate the complex from uncomplexed components, for example through the utilization of ion-exchange chromatography resins. Such resins and chromatographic techniques are well known to one skilled in the art (see, e.g., Heegaard, N. H., 1998, J. Mol. Recognit. Winter 11(1-6):141-8; Hage, D. S., and Tweed, S. A. J. Chromatogr B Biomed Sci Appl Oct. 10, 1997;699(1-2):499-525). Gel electrophoresis may also be employed to separate complexed assay components from unbound components (see, e.g., Ausubel et al., ed., Current Protocols in Molecular Biology, John Wiley & Sons, New York, 1987-1999). In this technique, protein or nucleic acid complexes are separated based on size or charge, for example. In order to maintain the binding interaction during the electrophoretic process, non-denaturing gel matrix materials and conditions in the absence of reducing agent are typically preferred. Appropriate conditions to the particular assay and components thereof will be well known to one skilled in the art.

[0318] In a particular embodiment, the level of mRNA corresponding to the marker gene can be determined both by in situ and by in vitro formats in a biological sample using methods known in the art. The term “biological sample” is intended to include tissues, cells, biological fluids and isolates thereof, isolated from a subject, as well as tissues, cells and fluids present within a subject. Many expression detection methods use isolated RNA. For in vitro methods, any RNA isolation technique that does not select against the isolation of mRNA can be utilized for the purification of RNA from prostate cells (see, e.g., Ausubel et al., ed., Current Protocols in Molecular Biology, John Wiley & Sons, New York 1987-1999). Additionally, large numbers of tissue samples can readily be processed using techniques well known to those of skill in the art, such as, for example, the single-step RNA isolation process of Chomczynski (1989, U.S. Pat. No. 4,843,155).

[0319] The isolated mRNA can be used in hybridization or amplification assays that include, but are not limited to, Southern or Northern analyses, polymerase chain reaction analyses and probe arrays. One preferred diagnostic method for the detection of mRNA levels involves contacting the isolated mRNA with a nucleic acid molecule (probe) that can hybridize to the mRNA encoded by the gene being detected. The nucleic acid probe can be, for example, a full-length cDNA, or a portion thereof, such as an oligonucleotide of at least 7, 15, 30, 50, 100, 250 or 500 nucleotides in length and sufficient to specifically hybridize under stringent conditions to a mRNA or genomic DNA encoding a marker gene of the present invention. Other suitable probes for use in the diagnostic assays of the invention are described herein. Hybridization of an mRNA with the probe indicates that the marker gene in question is being expressed.

[0320] In one format, the mRNA is immobilized on a solid surface and contacted with a probe, for example by running the isolated mRNA on an agarose gel and transferring the mRNA from the gel to a membrane, such as nitrocellulose. In an alternative format, the probe(s) are immobilized on a solid surface and the mRNA is contacted with the probe(s), for example, in an Affymetrix gene chip array. A skilled artisan can readily adapt known mRNA detection methods for use in detecting the level of mRNA encoded by the marker genes of the present invention.

[0321] An alternative method for determining the level of mRNA corresponding to a marker gene of the present invention in a sample involves the process of nucleic acid amplification, e.g., by rtPCR (the experimental embodiment set forth in Mullis, 1987, U.S. Pat. No. 4,683,202), ligase chain reaction (Barany, 1991, Proc. Natl. Acad. Sci. USA, 88:189-193), self sustained sequence replication (Guatelli et al, 1990, Proc. Natl. Acad. Sci. USA 87:1874-1878), transcriptional amplification system (Kwoh et al., 1989, Proc. Natl. Acad. Sci. USA 86:1173-1177), Q-Beta Replicase (Lizardi et al., 1988, Bio/Technology 6:1197), rolling circle replication (Lizardi et al., U.S. Pat. No. 5,854,033) or any other nucleic acid amplification method, followed by the detection of the amplified molecules using techniques well known to those of skill in the art. These detection schemes are especially useful for the detection of nucleic acid molecules if such molecules are present in very low numbers. As used herein, amplification primers are defined as being a pair of nucleic acid molecules that can anneal to 5′ or 3′ regions of a gene (plus and minus strands, respectively, or vice-versa) and contain a short region in between. In general, amplification primers are from about 10 to 30 nucleotides in length and flank a region from about 50 to 200 nucleotides in length. Under appropriate conditions and with appropriate reagents, such primers permit the amplification of a nucleic acid molecule comprising the nucleotide sequence flanked by the primers.

[0322] For in situ methods, mRNA does not need to be isolated from the prostate cells prior to detection. In such methods, a cell or tissue sample is prepared/processed using known histological methods. The sample is then immobilized on a support, typically a glass slide, and then contacted with a probe that can hybridize to mRNA that encodes the marker gene.

[0323] As an alternative to making determinations based on the absolute expression level of the marker gene, determinations may be based on the normalized expression level of the marker gene. Expression levels are normalized by correcting the absolute expression level of a marker gene by comparing its expression to the expression of a gene that is not a marker gene, e.g., a housekeeping gene that is constitutively expressed. Suitable genes for normalization include housekeeping genes such as the actin gene, or epithelial cell-specific genes. This normalization allows the comparison of the expression level in one sample, e.g., a patient sample, to another sample, e.g., a non-prostate cancer sample, or between samples from different sources.

[0324] Alternatively, the expression level can be provided as a relative expression level. To determine a relative expression level of a marker gene, the level of expression of the marker gene is determined for 10 or more samples of normal versus cancer cell isolates, preferably 50 or more samples, prior to the determination of the expression level for the sample in question. The mean expression level of each of the genes assayed in the larger number of samples is determined and this is used as a baseline expression level for the marker gene. The expression level of the marker gene determined for the test sample (absolute level of expression) is then divided by the mean expression value obtained for that marker gene. This provides a relative expression level.

[0325] Preferably, the samples used in the baseline determination will be from prostate cancer or from non-prostate cancer cells of prostate tissue. The choice of the cell source is dependent on the use of the relative expression level. Using expression found in normal tissues as a mean expression score aids in validating whether the marker gene assayed is prostate specific (versus normal cells). In addition, as more data is accumulated, the mean expression value can be revised, providing improved relative expression values based on accumulated data. Expression data from prostate cells provides a means for grading the severity of the prostate cancer state.

[0326] In another embodiment of the present invention, a polypeptide corresponding to a marker gene is detected. A preferred agent for detecting a polypeptide of the invention is an antibody capable of binding to a polypeptide corresponding to a marker gene of the invention, preferably an antibody with a detectable label. Antibodies can be polyclonal, or more preferably, monoclonal. An intact antibody, or a fragment thereof (e.g., Fab or F(ab′)₂) can be used. The term “labeled”, with regard to the probe or antibody, is intended to encompass direct labeling of the probe or antibody by coupling (i.e., physically linking) a detectable substance to the probe or antibody, as well as indirect labeling of the probe or antibody by reactivity with another reagent that is directly labeled. Examples of indirect labeling include detection of a primary antibody using a fluorescently labeled secondary antibody and end-labeling of a DNA probe with biotin such that it can be detected with fluorescently labeled streptavidin.

[0327] Proteins from prostate cells can be isolated using techniques that are well known to those of skill in the art. The protein isolation methods employed can, for example, be such as those described in Harlow and Lane (Harlow and Lane, 1988, Antibodies: A Laboratory Manual, Cold Spring Harbor Laboratory Press, Cold Spring Harbor, N.Y.).

[0328] A variety of formats can be employed to determine whether a sample contains a protein that binds to a given antibody. Examples of such formats include, but are not limited to, enzyme immunoassay (EIA), radioimmunoassay (RIA), Western blot analysis, immunohistochemistry and enzyme linked immunoabsorbant assay (ELISA). A skilled artisan can readily adapt known protein/antibody detection methods for use in determining whether prostate cells express a marker gene of the present invention.

[0329] In one format, antibodies, or antibody fragments, can be used in methods such as Western blots, immunohistochemistry or immunofluorescence techniques to detect the expressed proteins. In such uses, it is generally preferable to immobilize either the antibody, proteins, or cells containing proteins, on a solid support. Well-known supports or carriers include glass, polystyrene, polypropylene, polyethylene, dextran, nylon, amylases, natural and modified celluloses, polyacrylamides, gabbros, and magnetite.

[0330] One skilled in the art will know many other suitable carriers for binding antibody or antigen, and will be able to adapt such support for use with the present invention. For example, protein isolated from prostate cells can be run on a polyacrylamide gel electrophoresis and immobilized onto a solid phase support such as nitrocellulose. The support can then be washed with suitable buffers followed by treatment with the detectably labeled antibody. The solid phase support can then be washed with the buffer a second time to remove unbound antibody. The amount of bound label on the solid support can then be detected by conventional means.

[0331] The invention also encompasses kits for detecting the presence of a polypeptide or nucleic acid corresponding to a marker gene of the invention in a biological sample (e.g. a prostate sample). Such kits can be used to determine if a subject is suffering from or is at increased risk of developing prostate cancer. For example, the kit can comprise a labeled compound or agent capable of detecting a polypeptide or an mRNA encoding a polypeptide corresponding to a marker gene of the invention in a biological sample and means for determining the amount of the polypeptide or mRNA in the sample (e.g., an antibody which binds the polypeptide or an oligonucleotide probe which binds to DNA or mRNA encoding the polypeptide). Kits can also include instructions for interpreting the results obtained using the kit.

[0332] For antibody-based kits, the kit can comprise, for example: (1) a first antibody (e.g., attached to a solid support) which binds to a polypeptide corresponding to a marker gene of the invention; and, optionally, (2) a second, different antibody which binds to either the polypeptide or the first antibody and is conjugated to a detectable label.

[0333] For oligonucleotide-based kits, the kit can comprise, for example: (1) an oligonucleotide, e.g., a detectably labeled oligonucleotide, which hybridizes to a nucleic acid sequence encoding a polypeptide corresponding to a marker gene of the invention or (2) a pair of primers useful for amplifying a nucleic acid molecule corresponding to a marker gene of the invention. The kit can also comprise, e.g., a buffering agent, a preservative, or a protein stabilizing agent. The kit can further comprise components necessary for detecting the detectable label (e.g., an enzyme or a substrate). The kit can also contain a control sample or a series of control samples which can be assayed and compared to the test sample. Each component of the kit can be enclosed within an individual container and all of the various containers can be within a single package, along with instructions for interpreting the results of the assays performed using the kit.

[0334] B. Pharmacogenomics

[0335] Agents or modulators which have a stimulatory or inhibitory effect on expression of a marker gene of the invention can be administered to individuals to treat (prophylactically or therapeutically) prostate cancer in the patient. In conjunction with such treatment, the pharmacogenomics (i.e., the study of the relationship between an individual's genotype and that individual's response to a foreign compound or drug) of the individual may be considered. Differences in metabolism of therapeutics can lead to severe toxicity or therapeutic failure by altering the relation between dose and blood concentration of the pharmacologically active drug. Thus, the pharmacogenomics of the individual permits the selection of effective agents (e.g., drugs) for prophylactic or therapeutic treatments based on a consideration of the individual's genotype. Such pharmacogenomics can further be used to determine appropriate dosages and therapeutic regimens. Accordingly, the level of expression of a marker gene of the invention in an individual can be determined to thereby select appropriate agent(s) for therapeutic or prophylactic treatment of the individual.

[0336] Pharmacogenomics deals with clinically significant variations in the response to drugs due to altered drug disposition and abnormal action in affected persons. See, e.g., Linder (1997) Clin. Chem. 43(2):254-266. In general, two types of pharmacogenetic conditions can be differentiated. Genetic conditions transmitted as a single factor altering the way drugs act on the body are referred to as “altered drug action.” Genetic conditions transmitted as single factors altering the way the body acts on drugs are referred to as “altered drug metabolism”. These pharmacogenetic conditions can occur either as rare defects or as polymorphisms. For example, glucose-6-phosphate dehydrogenase (G6PD) deficiency is a common inherited enzymopathy in which the main clinical complication is hemolysis after ingestion of oxidant drugs (anti-malarials, sulfonamides, analgesics, nitrofurans) and consumption of fava beans.

[0337] As an illustrative embodiment, the activity of drug metabolizing enzymes is a major determinant of both the intensity and duration of drug action. The discovery of genetic polymorphisms of drug metabolizing enzymes (e.g., N-acetyltransferase 2 (NAT 2) and cytochrome P450 enzymes CYP2D6 and CYP2C19) has provided an explanation as to why some patients do not obtain the expected drug effects or show exaggerated drug response and serious toxicity after taking the standard and safe dose of a drug. These polymorphisms are expressed in two phenotypes in the population, the extensive metabolizer (EM) and poor metabolizer (PM). The prevalence of PM is different among different populations. For example, the gene coding for CYP2D6 is highly polymorphic and several mutations have been identified in PM, which all lead to the absence of functional CYP2D6. Poor metabolizers of CYP2D6 and CYP2C 19 quite frequently experience exaggerated drug response and side effects when they receive standard doses. If a metabolite is the active therapeutic moiety, a PM will show no therapeutic response, as demonstrated for the analgesic effect of codeine mediated by its CYP2D6-formed metabolite morphine. The other extreme are the so called ultra-rapid metabolizers who do not respond to standard doses. Recently, the molecular basis of ultra-rapid metabolism has been identified to be due to CYP2D6 gene amplification.

[0338] Thus, the level of expression of a marker gene of the invention in an individual can be determined to thereby select appropriate agent(s) for therapeutic or prophylactic treatment of the individual. In addition, pharmacogenetic studies can be used to apply genotyping of polymorphic alleles encoding drug-metabolizing enzymes to the identification of an individual's drug responsiveness phenotype. This knowledge, when applied to dosing or drug selection, can avoid adverse reactions or therapeutic failure and thus enhance therapeutic or prophylactic efficiency when treating a subject with a modulator of expression of a marker gene of the invention.

[0339] This invention also provides a process for preparing a database comprising at least one of the marker genes set forth in Tables 1-3D. For example, the polynucleotide sequences are stored in a digital storage medium such that a data processing system for standardized representation of the genes that identify a prostate cancer cell is compiled. The data processing system is useful to analyze gene expression between two cells by first selecting a cell suspected of being of a neoplastic phenotype or genotype and then isolating polynucleotides from the cell. The isolated polynucleotides are sequenced. The sequences from the sample are compared with the sequence(s) present in the database using homology search techniques. Greater than 90%, more preferably greater than 95% and more preferably, greater than or equal to 97% sequence identity between the test sequence and the polynucleotides of the present invention is a positive indication that the polynucleotide has been isolated from a prostate cancer cell as defined above.

[0340] In an alternative embodiment, the polynucleotides of this invention are sequenced and the information regarding sequence and in some embodiments, relative expression, is stored in any functionally relevant program, e.g., in Compare Report using the SAGE software (available though Dr. Ken Kinzler at John Hopkins University). The Compare Report provides a tabulation of the polynucleotide sequences and their abundance for the samples normalized to a defined number of polynucleotides per library (say 25,000). This is then imported into MS-ACCESS either directly or via copying the data into an Excel spreadsheet first and then from there into MS-ACCESS for additional manipulations. Other programs such as SYBASE or Oracle that permit the comparison of polynucleotide numbers could be used as alternatives to MS-ACCESS. Enhancements to the software can be designed to incorporate these additional functions. These functions consist in standard Boolean, algebraic, and text search operations, applied in various combinations to reduce a large input set of polynucleotides to a manageable subset of a polynucleotide of specifically defined interest.

[0341] One skilled in the art may create groups containing one or more project(s) by combining the counts of specific polynucleotides within a group (e.g., GroupNormal=Normal1+Normal2, GroupTumor1+Tumor CellLine). Additional characteristic values are also calculated for each tag in the group (e.g., average count, minimum count, maximum count). One skilled in the art may calculate individual tag count ratios between groups, for example the ratio of the average GroupNormal count to the average GroupTumor count for each polynucleotide. A statistical measure of the significance of observed differences in tag counts between groups may be calculated.

[0342] C. Monitoring Clinical Trials

[0343] Monitoring the influence of agents (e.g., drug compounds) on the level of expression of a marker gene of the invention can be applied not only in basic drug screening, but also in clinical trials. For example, the effectiveness of an agent to affect marker gene expression can be monitored in clinical trials of subjects receiving treatment for prostate cancer. In a preferred embodiment, the present invention provides a method for monitoring the effectiveness of treatment of a subject with an agent (e.g., an agonist, antagonist, peptidomimetic, protein, peptide, nucleic acid, small molecule, or other drug candidate) comprising the steps of (i) obtaining a pre-administration sample from a subject prior to administration of the agent; (ii) detecting the level of expression of one or more selected marker genes of the invention in the pre-administration sample; (iii) obtaining one or more post-administration samples from the subject; (iv) detecting the level of expression of the marker gene(s) in the post-administration samples; (v) comparing the level of expression of the marker gene(s) in the pre-administration sample with the level of expression of the marker gene(s) in the post-administration sample or samples; and (vi) altering the administration of the agent to the subject accordingly. For example, increased administration of the agent can be desirable to increase expression of the marker gene(s) to higher levels than detected, i.e., to increase the effectiveness of the agent. Alternatively, decreased administration of the agent can be desirable to decrease expression of the marker gene(s) to lower levels than detected, i.e., to decrease the effectiveness of the agent.

[0344] D. Surrogate Marker genes

[0345] The marker genes of the invention may serve as surrogate marker genes for one or more disorders or disease states or for conditions leading up to disease states, and in particular, prostate cancer. As used herein, a “surrogate marker gene” is an objective biochemical marker gene which correlates with the absence or presence of a disease or disorder, or with the progression of a disease or disorder (e.g., with the presence or absence of a tumor). The presence or quantity of such marker genes is independent of the disease., Therefore, these marker genes may serve to indicate whether a particular course of treatment is effective in lessening a disease state or disorder. Surrogate marker genes are of particular use when the presence or extent of a disease state or disorder is difficult to assess through standard methodologies (e.g., early stage tumors), or when an assessment of disease progression is desired before a potentially dangerous clinical endpoint is reached (e.g., an assessment of cardiovascular disease may be made using cholesterol levels as a surrogate marker gene, and an analysis of HIV infection may be made using HIV RNA levels as a surrogate marker gene, well in advance of the undesirable clinical outcomes of myocardial infarction or fully-developed AIDS). Examples of the use of surrogate marker genes in the art include: Koomen et al. (2000) J. Mass. Spectrom. 35: 258-264; and James (1994) AIDS Treatment News Archive 209.

[0346] The marker genes of the invention are also useful as pharmacodynamic marker genes. As used herein, a “pharmacodynamic marker gene” is an objective biochemical marker gene which correlates specifically with drug effects. The presence or quantity of a pharmacodynamic marker gene is not related to the disease state or disorder for which the drug is being administered; therefore, the presence or quantity of the marker gene is indicative of the presence or activity of the drug in a subject. For example, a pharmacodynamic marker gene may be indicative of the concentration of the drug in a biological tissue, in that the marker gene is either expressed or transcribed or not expressed or transcribed in that tissue in relationship to the level of the drug. In this fashion, the distribution or uptake of the drug may be monitored by the pharmacodynamic marker gene. Similarly, the presence or quantity of the pharmacodynamic marker gene may be related to the presence or quantity of the metabolic product of a drug, such that the presence or quantity of the marker gene is indicative of the relative breakdown rate of the drug in vivo. Pharmacodynamic marker genes are of particular use in increasing the sensitivity of detection of drug effects, particularly when the drug is administered in low doses. Since even a small amount of a drug may be sufficient to activate multiple rounds of marker gene transcription or expression, the amplified marker gene may be in a quantity which is more readily detectable than the drug itself. Also, the marker gene may be more easily detected due to the nature of the marker gene itself; for example, using the methods described herein, antibodies may be employed in an immune-based detection system for a protein marker gene, or marker gene-specific radiolabeled probes may be used to detect a mRNA marker gene. Furthermore, the use of a pharmacodynamic marker gene may offer mechanism-based prediction of risk due to drug treatment beyond the range of possible direct observations. Examples of the use of pharmacodynamic marker genes in the art include: Matsuda et al. U.S. Pat. No. 6,033,862; Hattis et al. (1991) Env. Health Perspect. 90: 229-238; Schentag (1999) Am. J. Health-Syst. Pharm. 56 Suppl. 3: S21-S24; and Nicolau (1999) Am, J. Health-Syst. Pharm. 56 Suppl. 3: S16-S20.

[0347] The marker genes of the invention are also useful as pharmacogenomic marker genes. As used herein, a “pharmacogenomic marker gene” is an objective biochemical marker gene which correlates with a specific clinical drug response or susceptibility in a subject (see, e.g., McLeod et al. (1999) Eur. J. Cancer 35(12): 1650-1652). The presence or quantity of the pharmacogenomic marker gene is related to the predicted response of the subject to a specific drug or class of drugs prior to administration of the drug. By assessing the presence or quantity of one or more pharmacogenomic marker genes in a subject, a drug therapy which is most appropriate for the subject, or which is predicted to have a greater degree of success, may be selected. For example, based on the presence or quantity of RNA or protein for specific tumor marker genes in a subject, a drug or course of treatment miay be selected that is optimized for the treatment of the specific tumor likely to be present in the subject. Similarly, the presence or absence of a specific sequence mutation in marker gene DNA may correlate with drug response. The use of pharmacogenomic marker genes therefore permits the application of the most appropriate treatment for each subject without having to administer the therapy.

[0348] VI. Electronic Apparatus Readable Media and Arrays

[0349] Electronic apparatus readable media comprising a prostate cancer marker gene of the present invention is also provided. As used herein, “electronic apparatus readable media” refers to any suitable medium for storing, holding or containing data or information that can be read and accessed directly by an electronic apparatus. Such media can include, but are not limited to: magnetic storage media, such as floppy discs, hard disc storage medium, and magnetic tape; optical storage media such as compact disc; electronic storage media such as RAM, ROM, EPROM, EEPROM and the like; general hard disks and hybrids of these categories such as magnetic/optical storage media. The medium is adapted or configured for having recorded thereon a marker gene of the present invention.

[0350] As used herein, the term “electronic apparatus” is intended to include any suitable computing or processing apparatus or other device configured or adapted for storing data or information. Examples of electronic apparatus suitable for use with the present invention include stand-alone computing apparatus; networks, including a local area network (LAN), a wide area network (WAN) Internet, Intranet, and Extranet; electronic appliances such as a personal digital assistants (PDAs), cellular phone, pager and the like; and local and distributed processing systems.

[0351] As used herein, “recorded” refers to a process for storing or encoding information on the electronic apparatus readable medium. Those skilled in the art can readily adopt any of the presently known methods for recording information on known media to generate manufactures comprising the marker genes of the present invention.

[0352] A variety of software programs and formats can be used to store the marker gene information of the present invention on the electronic apparatus readable medium. For example, the nucleic acid sequence corresponding to the marker genes can be represented in a word processing text file, formatted in commercially-available software such as WordPerfect and MicroSoft Word, or represented in the form of an ASCII file, stored in a database application, such as DB2, Sybase, Oracle, or the like, as well as in other forms. Any number of dataprocessor structuring formats (e.g., text file or database) may be employed in order to obtain or create a medium having recorded thereon the marker genes of the present invention.

[0353] By providing the marker genes of the invention in readable form, one can routinely access the marker gene sequence information for a variety of purposes. For example, one skilled in the art can use the nucleotide or amino acid sequences of the present invention in readable form to compare a target sequence or target structural motif with the sequence information stored within the data storage means. Search means are used to identify fragments or regions of the sequences of the invention which match a particular target sequence or target motif.

[0354] The present invention therefore provides a medium for holding instructions for performing a method for determining whether a subject has prostate cancer or a pre-disposition to prostate cancer, wherein the method comprises the steps of determining the presence or absence of a prostate cancer marker gene and based on the presence or absence of the prostate cancer marker gene, determining whether the subject has prostate cancer or a pre-disposition to prostate cancer and/or recommending a particular treatment for the prostate cancer or pre-prostate cancer condition.

[0355] The present invention further provides in an electronic system and/or in a network, a method for determining whether a subject has prostate cancer or a pre-disposition to prostate cancer associated with a prostate cancer marker gene wherein the method comprises the steps of determining the presence or absence of the prostate cancer marker gene, and based on the presence or absence of the prostate cancer marker gene, determining whether the subject has prostate cancer or a pre-disposition to prostate cancer, and/or recommending a particular treatment for the prostate cancer or pre-prostate cancer condition. The method may further comprise the step of receiving phenotypic information associated with the subject and/or acquiring from a network phenotypic information associated with the subject.

[0356] The present invention also provides in a network, a method for determining whether a subject has prostate cancer or a pre-disposition to prostate cancer associated with a prostate cancer marker gene, said method comprising the steps of receiving information associated with the prostate cancer marker gene receiving phenotypic information associated with the subject, acquiring information from the network corresponding to the prostate cancer marker gene and/or prostate cancer, and based on one or more of the phenotypic information, the prostate cancer marker gene, and the acquired information, determining whether the subject has prostate cancer or a pre-disposition to prostate cancer. The method may further comprise the step of recommending a particular treatment for the prostate cancer or pre-prostate cancer condition.

[0357] The present invention also provides a business method for determining whether a subject has prostate cancer or a pre-disposition to prostate cancer, said method comprising the steps of receiving information associated with the prostate cancer marker gene, receiving phenotypic information associated with the subject, acquiring information from the network corresponding to the prostate cancer marker gene and/or prostate cancer, and based on one or more of the phenotypic information, the prostate cancer marker gene, and the acquired information, determining whether the subject has prostate cancer or a pre-disposition to prostate cancer. The method may further comprise the step of recommending a particular treatment for the prostate cancer or pre-prostate cancer condition.

[0358] The invention also includes an array comprising a prostate cancer marker gene of the present invention. The array can be used to assay expression of one or more genes in the array. In one embodiment, the array can be used to assay gene expression in a tissue to ascertain tissue specificity of genes in the array. In this manner, up to about 7600 genes can be simultaneously assayed for expression. This allows a profile to be developed showing a battery of genes specifically expressed in one or more tissues.

[0359] In addition to such qualitative determination, the invention allows the quantitation of gene expression. Thus, not only tissue specificity, but also the level of expression of a battery of genes in the tissue is ascertainable. Thus, genes can be grouped on the basis of their tissue expression per se and level of expression in that tissue. This is useful, for example, in ascertaining the relationship of gene expression between or among tissues. Thus, one tissue can be perturbed and the effect on gene expression in a second tissue can be determined. In this context, the effect of one cell type on another cell type in response to a biological stimulus can be determined. Such a determination is useful, for example, to know the effect of cell-cell interaction at the level of gene expression. If an agent is administered therapeutically to treat one cell type but has an undesirable effect on another cell type, the invention provides an assay to determine the molecular basis of the undesirable effect and thus provides the opportunity to co-administer a counteracting agent or otherwise treat the undesired effect. Similarly, even within a single cell type, undesirable biological effects can be determined at the molecular level. Thus, the effects of an agent on expression of other than the target gene can be ascertained and counteracted.

[0360] In another embodiment, the array can be used to monitor the time course of expression of one or more genes in the array. This can occur in various biological contexts, as disclosed herein, for example development of prostate cancer, progression of prostate cancer, and processes, such a cellular transformation associated with prostate cancer.

[0361] The array is also useful for ascertaining the effect of the expression of a gene on the expression of other genes in the same cell or in different cells. This provides, for example, for a selection of alternate molecular targets for therapeutic intervention if the ultimate or downstream target cannot be regulated.

[0362] The array is also useful for ascertaining differential expression patterns of one or more genes in normal and abnormal cells. This provides a battery of genes that could serve as a molecular target for diagnosis or therapeutic intervention.

[0363] VII. Experimental Protocol

[0364] A. Subtracted Libraries and Transcript Profiling

[0365] Subtracted libraries are generated using a PCR based method that allows the isolation of clones expressed at higher levels in one population of mRNA (tester) compared to another population (driver). Both tester and driver mRNA populations are converted into cDNA by reverse transcription, and then PCR amplified using the SMART PCR kit from Clontech. Tester and driver cDNAs are then hybridized using the PCR-Select cDNA subtraction kit from Clontech. This technique results in both subtraction and normalization, which is an equalization of copy number of low-abundance and high-abundance sequences. After generation of the subtractive libraries, a group of 96 or more clones from each library is tested to confirm differential expression by reverse Southern hybridization.

[0366] Marker genes 1-11617 (Table 1) were identified through the above-identified subtractive library hybridization techniques. Marker genes 1-1733 were from Library cMhqap; marker genes 1734-3683 were from Library cMhqaq; marker genes 3684-5660 were from Library cMhqar; marker genes 5661-8518 were from Library cMhqao; marker genes 8519-10528 were from Library cMhqaj; marker genes 10529-11617 were from Library cMhqal. The “tester” DNA for Libraries cMhqao, cMhqaj, cMhqal and cMhqap was cDNA obtained from prostate cancer lymph node metastasis RNA. The “tester” DNA for Library cMhqaq was cDNA obtained from prostate cancer liver metastasis RNA. The “tester” DNA for Library cMhqar was cDNA obtained from prostate cancer bone metastasis RNA. The “driver” source for Libraries cMhqao, cMhqap, cMhqaj and cMhqal comprised of cDNAs obtained from clinical good outcome RNA, normal lymph node RNA and tonsil RNA mixed in a 3:1:0.5 ratio respectively. The “driver” source for Library cMhqaq comprised of cDNA obtained from clinical good outcome RNA and normal liver RNA mixed in a 3:1 ratio. The “driver” source for Library cMhqar comprised of cDNA obtained from clinical good outcome RNA. Table 2 includes sequences, identified as SEQ ID NOS: 1-15, for the marker genes of Table 1 which are found in published international applications.

[0367] For transcriptional profiling, nylon arrays are prepared by spotting purified PCR product onto a nylon membrane using a robotic gridding system linked to a sample database. Several thousand clones are spotted on each nylon filter. The RNA or DNA is labeled utilizing an in vitro reverse transcription reaction that contains a radiolabeled nucleotide that is incorporated during the reaction. Alternatively, mRNA is converted into cDNA by reverse transcription, and then PCR amplified using the SMART PCR kit from Clontech. Hybridization experiments are carried out by combining labeled RNA or DNA samples with nylon filters in a hybridization chamber. Duplicate, independent hybridization experiments are performed to generate transcriptional profiling data. See, Nature Genetics, 21 (1999). Amplified cDNA is then radiolabelled using random priming with PRIME IT from Stratagene.

[0368] Tables 3A-3D list marker genes identified through the above-described transcriptional profiling experiments. Expression of these markers was increased by at least 2-fold or more in the following sequence comparisons:

[0369] a) liver metastasis samples, i.e. prostate cancer that had metastasized to the liver, compared to primary prostate tumor samples of good clinical outcome (i.e. tumor samples that were not metastatic) and normal lymph nodes, normal liver and normal prostate samples (Table 3A. “Liver Mets”).

[0370] b) bone metastasis samples, i.e. prostate cancer that had metastasized to the bone, compared to primary prostate tumor samples of good clinical outcome and normal lymph nodes, normal liver and normal prostatesamples (Table 3B, “Bone Mets”).

[0371] c) metastasized lymph node samples from two different sample sources, i.e. prostate cancer that had metastasized to the lymph nodes, compared to primary prostate tumor samples of good clinical outcome and normal lymph nodes and normal prostate samples (Table 3C, “Nodes 1” and Table 3D, “Nodes 2”).

[0372] VIII. Summary Of The Data Provided In The Tables

[0373] The description of the fields for Table 1 is listed below:

[0374] “Marker Gene” corresponds to the identification number assigned each marker gene of the invention.

[0375] “Ace No” corresponds to the accession number assigned to the nucleotide sequence in the relevant database.

[0376] “Database” refers to the relevant database where the nucleotide sequence may be found according to its accession number. Those databases which are public include GenBank, dbEST (a division of GenBank), and NUCPATENT (a GENESEQ database, available through Derwent). For examples, see http://www.ncbi.nlm.nih.gov/Entrez/nucleotide.html for GenBank and www.derwent.com for GENESEQ. “GI no” is the GI identification number assigned to the marker gene in the GenBank database (see supra). Nucleic acid sequences of marker genes from Table 1 which are from published international applications are given in Table 2. All referenced database sequences are expressly incorporated herein by reference.

[0377] The description of the fields for Tables 3A-3D is listed below:

[0378] In Table 3A, “Liver Mets” corresponds to the marker genes of the invention (identified by GI number) that showed increased expression by at least 2-fold or more in liver metastasis samples, i.e. prostate cancer that had metastasized to the liver, compared to primary prostate tumor samples of good clinical outcome (i.e. tumor samples that were not metastatic) and normal lymph nodes, normal liver and normal prostate samples.

[0379] In Table 3B, “Bone Mets” corresponds to the marker genes of the invention (identified by GI number) that showed increased expression by at least 2-fold or more in bone metastasis samples, i.e. prostate cancer that had metastasized to the bone, compared to primary prostate tumor samples of good clinical outcome and normal lymph nodes, normal liver and normal prostate samples.

[0380] In Tables 3C and 3D, “Nodes 1” and “Nodes 2”, respectively, correspond to the marker genes of the invention (identified by GI number) that showed increased expression by at least 2-fold or more in metastatic lymph node samples from two different sample sources, i.e. prostate cancer that had metastasized to the lymph nodes, compared to primary prostate tumor samples of good clinical outcome, normal lymph node samples and normal prostate samples.

[0381] Other Embodiments

[0382] Those skilled in the art will recognize, or be able to ascertain using no more than routine experimentation, many equivalents to the specific embodiments of the invention described herein. Such equivalents are intended to be encompassed by the following claims.

[0383] All publications including journal references, patents and databases are expressly incorporated by reference. TABLE 1 Marker Gene Acc No Database GI no 1. A02759 Genbank 345130 2. A12178 Genbank 490111 3. A63633 Genbank 3717281 4. AB000509 Genbank 2982670 5. AB000878 Genbank 3021694 6. AB001523 Genbank 2244605 7. AB002323 Genbank 2224590 8. AB002346 Genbank 6634018 9. AB002381 Genbank 2224706 10. AB002382 Genbank 2224708 11. AB002387 Genbank 2224718 12. AB002533 Genbank 1944124 13. AB003177 Genbank 2055255 14. AB003476 Genbank 2081606 15. AB007458 Genbank 5006272 16. AB007892 Genbank 2887434 17. AB007959 Genbank 3413933 18. AB009997 Genbank 3219174 19. AB011149 Genbank 3043677 20. AB014519 Genbank 3327051 21. AB014562 Genbank 3327137 22. AB015338 Genbank 3970863 23. AB016043 Genbank 4586865 24. AB017103 Genbank 3493334 25. AB018266 Genbank 3882166 26. AB018276 Genbank 3882186 27. AB018302 Genbank 3882238 28. AB018330 Genbank 3882294 29. AB018342 Genbank 3882318 30. AB018693 Genbank 4587071 31. AB020627 Genbank 4240125 32. AB020657 Genbank 4240188 33. AB020669 Genbank 4240212 34. AB020676 Genbank 4240226 35. AB020685 Genbank 4240244 36. AB020693 Genbank 4240260 37. AB020711 Genbank 4240296 38. AB020724 Genbank 4240322 39. AB020860 Genbank 4003380 40. AB020864 Genbank 4003384 41. AB020865 Genbank 4003385 42. AB021179 Genbank 4062855 43. AB021288 Genbank 4038732 44. AB023049 Genbank 5672604 45. AB023050 Genbank 5672605 46. AB023051 Genbank 5672606 47. AB023056 Genbank 5672625 48. AB023157 Genbank 4589523 49. AB023208 Genbank 4589625 50. AB023230 Genbank 4589675 51. AB023691 Genbank 6519222 52. AB024334 Genbank 6016837 53. AB026898 Genbank 4835382 54. AB027013 Genbank 5931609 55. AB028988 Genbank 5689466 56. AB032160 Genbank 7328967 57. AB032951 Genbank 6329748 58. AB033049 Genbank 6330616 59. AB033082 Genbank 6330910 60. AB037744 Genbank 7243026 61. AB037745 Genbank 7243028 62. AB037752 Genbank 7243042 63. AB037796 Genbank 7243130 64. AB037802 Genbank 7243142 65. AB037807 Genbank 7243152 66. AB037825 Genbank 7243188 67. AB037860 Genbank 7243275 68. AB038161 Genbank 10280531 69. AB042031 Genbank 9711455 70. AB045357 Genbank 8918412 71. AB046767 Genbank 10047158 72. AB046773 Genbank 10047170 73. AB046813 Genbank 10047260 74. AB048955 Genbank 10241853 75. AC000034 Genbank 4582474 76. AC000043 Genbank 7923869 77. AC000047 Genbank 5174830 78. AC000065 Genbank 1669367 79. AC000105 Genbank 7923862 80. AC000117 Genbank 1809228 81. AC000120 Genbank 1809224 82. AC000353 Genbank 6970735 83. AC000378 Genbank 2270906 84. AC000388 Genbank 2160131 85. AC000394 Genbank 2133911 86. AC001228 Genbank 1935053 87. AC001234 Genbank 4028939 88. AC002040 Genbank 2347081 89. AC002044 Genbank 2347079 90. AC002045 Genbank 2951945 91. AC002078 Genbank 2078458 92. AC002109 Genbank 2347182 93. AC002117 Genbank 2281075 94. AC002123 Genbank 2121321 95. AC002124 Genbank 2121320 96. AC002297 Genbank 2182280 97. AC002306 Genbank 2213634 98. AC002326 Genbank 2288970 99. AC002352 Genbank 3858888 100. AC002364 Genbank 3399662 101. AC002381 Genbank 2275186 102. AC002386 Genbank 2275181 103. AC002390 Genbank 2282011 104. AC002395 Genbank 3540146 105. AC002402 Genbank 2642148 106. AC002418 Genbank 2822137 107. AC002433 Genbank 2335063 108. AC002449 Genbank 2337886 109. AC002450 Genbank 2337884 110. AC002463 Genbank 2337866 111. AC002464 Genbank 2337864 112. AC002469 Genbank 8810486 113. AC002481 Genbank 2340092 114. AC002542 Genbank 2393733 115. AC002544 Genbank 3337382 116. AC002546 Genbank 2583101 117. AC002550 Genbank 2570261 118. AC002553 Genbank 3126783 119. AC002558 Genbank 2580474 120. AC002563 Genbank 2439515 121. AC002996 Genbank 3132461 122. AC003009 Genbank 2734100 123. AC003071 Genbank 2588643 124. AC003077 Genbank 2588634 125. AC003080 Genbank 2588627 126. AC003082 Genbank 2588625 127. AC003101 Genbank 3184508 128. AC003111 Genbank 2636670 129. AC003663 Genbank 3097871 130. AC003664 Genbank 2828774 131. 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AW955131 EST 8144814 1656. AW958100 EST 8147783 1857. AW958344 EST 8148027 1658. AW959608 EST 8149292 1659. AW961068 EST 8150647 1660. AW971643 EST 8161489 1661. AW973231 EST 8163077 1662. AW975279 EST 8166488 1663. AW975603 EST 8166819 1664. AW991955 EST 8252030 1665. BE000581 EST 8260814 1666. BE046509 EST 8363562 1667. BE047758 EST 8364811 1668. BE047766 EST 8364819 1669. BE062077 EST 8406727 1670. BE082802 EST 8473107 1671. BE086006 EST 8476399 1672. BE143562 EST 8606283 1673. BE163198 EST 8625919 1674. BE176845 EST 8639574 1675. BE185081 EST 8664265 1676. BE222728 EST 8910046 1677. BE244882 EST 9096712 1678. BE276767 EST 9151730 1679. BE277504 EST 9152474 1680. BE277605 EST 9152576 1681. BE300078 EST 9183826 1682. BE315321 EST 9145964 1683. BE315408 EST 9146166 1684. BE327329 EST 9201105 1685. BE336870 EST 9189255 1686. BE390367 EST 9335732 1687. BE394923 EST 9340288 1688. BE538492 EST 9767137 1689. BE539033 EST 9767678 1690. BE550909 EST 9792601 1691. BE614974 EST 9896573 1692. 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Z15485 NUCPATENT N/A 1731. Z16636 NUCPATENT 23193 1732. Z56704 NUCPATENT 1027935 1733. Z86967 NUCPATENT 1883879 1734. A02759 Genbank 345130 1735. A14133 Genbank 490127 1736. A16753 Genbank 512413 1737. A69527 Genbank 4774176 1738. AB000888 Genbank 2467297 1739. AB002323 Genbank 2224590 1740. AB002366 Genbank 2224676 1741. AB002368 Genbank 2224680 1742. AB002386 Genbank 2224716 1743. AB002387 Genbank 2224718 1744. AB003151 Genbank 3702678 1745. AB006077 Genbank 2564010 1746. AB007860 Genbank 2662080 1747. AB007876 Genbank 2887452 1748. AB011135 Genbank 3043649 1749. AB011141 Genbank 3043661 1750. AB011178 Genbank 3043735 1751. AB011399 Genbank 3452571 1752. AB011792 Genbank 3786311 1753. AB014085 Genbank 5672597 1754. AB014519 Genbank 3327051 1755. AB014527 Genbank 3327067 1756. AB014596 Genbank 3327205 1757. AB014888 Genbank 3402484 1758. AB015331 Genbank 3970851 1759. AB015639 Genbank 5821139 1760. AB015752 Genbank 3746106 1761. AB016043 Genbank 4586865 1762. AB017018 Genbank 4512253 1763. AB018272 Genbank 3882178 1764. AB018281 Genbank 3882196 1765. AB018282 Genbank 3882198 1766. AB018310 Genbank 3882254 1767. AB018357 Genbank 6009486 1768. AB019568 Genbank 3885371 1769. AB020335 Genbank 6518494 1770. AB020638 Genbank 4240150 1771. AB020662 Genbank 4240198 1772. AB020663 Genbank 4240200 1773. AB020708 Genbank 4240290 1774. AB020864 Genbank 4003384 1775. AB020865 Genbank 4003385 1776. AB020866 Genbank 4003386 1777. AB020871 Genbank 4003391 1778. AB020872 Genbank 4003392 1779. AB021288 Genbank 4038732 1780. AB022430 Genbank 4587270 1781. AB023048 Genbank 5672603 1782. AB023145 Genbank 4589487 1783. AB023181 Genbank 4589571 1784. AB023208 Genbank 4589625 1785. AB024334 Genbank 6016837 1786. AB027466 Genbank 6172220 1787. AB028624 Genbank 5103045 1788. AB028893 Genbank 6552364 1789. AB028948 Genbank 5689386 1790. AB028951 Genbank 5689392 1791. AB028969 Genbank 5689428 1792. AB028972 Genbank 5689434 1793. AB033079 Genbank 6382025 1794. AB033094 Genbank 6331212 1795. AB037675 Genbank 9650961 1796. AB037803 Genbank 7243144 1797. AB040903 Genbank 7959200 1798. AB040922 Genbank 7959238 1799. AB040938 Genbank 7959270 1800. AB041267 Genbank 7594731 1801. AB041511 Genbank 9711368 1802. AB041512 Genbank 9711431 1803. AB042030 Genbank 9711448 1804. AB044702 Genbank 8671558 1805. AB045360 Genbank 8918544 1806. AB045362 Genbank 8918546 1807. AB046774 Genbank 10047172 1808. AB046778 Genbank 10047180 1809. AB046844 Genbank 10047324 1810. AC000064 Genbank 1669369 1811. AC000066 Genbank 3645943 1812. AC000079 Genbank 3845380 1813. AC000116 Genbank 1809229 1814. AC000122 Genbank 2772559 1815. AC000124 Genbank 1814192 1816. AC000353 Genbank 6970735 1817. AC000367 Genbank 2347066 1818. AC000394 Genbank 2133911 1819. AC000403 Genbank 2133864 1820. AC001082 Genbank 1930895 1821. AC001546 Genbank 1944727 1822. AC002038 Genbank 2226439 1823. AC002040 Genbank 2347081 1824. AC002041 Genbank 2576343 1825. AC002044 Genbank 2347079 1826. AC002045 Genbank 2951945 1827. AC002060 Genbank 7143420 1828. AC002064 Genbank 2076723 1829. AC002080 Genbank 2078455 1830. AC002081 Genbank 2078453 1831. AC002112 Genbank 2347181 1832. AC002124 Genbank 2121320 1833. AC002297 Genbank 2182280 1834. AC002352 Genbank 3858888 1835. AC002366 Genbank 2739349 1836. AC002377 Genbank 2275192 1837. AC002379 Genbank 2275190 1838. AC002381 Genbank 2275186 1839. AC002394 Genbank 2815550 1840. AC002395 Genbank 3540146 1841. AC002426 Genbank 2734102 1842. AC002429 Genbank 2335067 1843. AC002450 Genbank 2337884 1844. AC002464 Genbank 2337864 1845. AC002465 Genbank 2337862 1846. AC002476 Genbank 2340101 1847. AC002480 Genbank 2340098 1848. AC002483 Genbank 3598729 1849. AC002488 Genbank 2580480 1850. AC002519 Genbank 2815551 1851. AC002528 Genbank 2388554 1852. AC002531 Genbank 2580476 1853. AC002540 Genbank 2393736 1854. AC002545 Genbank 2828781 1855. AC002553 Genbank 3126783 1856. AC003003 Genbank 2865207 1857. AC003007 Genbank 2911728 1858. AC003034 Genbank 3219338 1859. AC003037 Genbank 2920805 1860. AC003078 Genbank 2588631 1861. AC003080 Genbank 2588627 1862. AC003087 Genbank 2588617 1863. AC003091 Genbank 2588612 1864. AC003092 Genbank 2588611 1865. AC003103 Genbank 2842782 1866. AC003108 Genbank 2833632 1867. AC003667 Genbank 2995482 1868. AC003682 Genbank 3264845 1869. AC003684 Genbank 3165399 1870. AC003953 Genbank 2708755 1871. AC003954 Genbank 2708754 1872. AC003977 Genbank 3219341 1873. AC003985 Genbank 2769692 1874. AC003989 Genbank 2772538 1875. AC003992 Genbank 2772533 1876. AC003998 Genbank 2772568 1877. AC003999 Genbank 2772566 1878. AC004002 Genbank 2772560 1879. AC004003 Genbank 2772557 1880. AC004013 Genbank 2781380 1881. AC004020 Genbank 3219330 1882. AC004028 Genbank 2804348 1883. AC004050 Genbank 4001528 1884. AC004053 Genbank 3687218 1885. AC004057 Genbank 3004542 1886. AC004059 Genbank 4263637 1887. AC004063 Genbank 3299825 1888. AC004068 Genbank 3046280 1889. AC004072 Genbank 2944110 1890. AC004083 Genbank 2822159 1891. AC004107 Genbank 2828770 1892. AC004108 Genbank 3108047 1893. AC004109 Genbank 2828788 1894. AC004141 Genbank 2880080 1895. AC004148 Genbank 3482960 1896. AC004164 Genbank 2905827 1897. AC004166 Genbank 8887011 1898. AC004222 Genbank 3108042 1899. AC004223 Genbank 3253129 1900. AC004230 Genbank 4028938 1901. AC004236 Genbank 2914668 1902. AC004381 Genbank 2982169 1903. AC004386 Genbank 3046272 1904. AC004388 Genbank 3046271 1905. AC004451 Genbank 2979604 1906. AC004456 Genbank 2979597 1907. AC004457 Genbank 2979596 1908. AC004464 Genbank 3093420 1909. AC004472 Genbank 2984582 1910. AC004477 Genbank 3688107 1911. AC004485 Genbank 2992497 1912. AC004492 Genbank 2995606 1913. AC004502 Genbank 2996637 1914. AC004513 Genbank 3242735 1915. AC004526 Genbank 3779035 1916. AC004527 Genbank 4760422 1917. AC004539 Genbank 3041851 1918. AC004552 Genbank 3273378 1919. AC004582 Genbank 3337307 1920. AC004584 Genbank 3417305 1921. AC004594 Genbank 3063516 1922. AC004606 Genbank 3097870 1923. AC004613 Genbank 3080664 1924. AC004614 Genbank 3080662 1925. AC004662 Genbank 3451369 1926. AC004668 Genbank 3115345 1927. AC004677 Genbank 3126881 1928. AC004679 Genbank 3128155 1929. AC004686 Genbank 3688105 1930. AC004691 Genbank 3135285 1931. AC004773 Genbank 3169212 1932. AC004782 Genbank 3172145 1933. AC004801 Genbank 4204244 1934. AC004808 Genbank 3192566 1935. AC004814 Genbank 5708498 1936. AC004831 Genbank 3980559 1937. AC004837 Genbank 3845417 1938. AC004841 Genbank 4454523 1939. AC004842 Genbank 4753286 1940. AC004843 Genbank 3845416 1941. AC004849 Genbank 3980553 1942. AC004850 Genbank 4309890 1943. AC004853 Genbank 3766130 1944. AC004858 Genbank 6624125 1945. AC004861 Genbank 3818412 1946. AC004866 Genbank 3980548 1947. AC004875 Genbank 3980546 1948. AC004885 Genbank 4926909 1949. AC004886 Genbank 4156188 1950. AC004896 Genbank 3845414 1951. AC004902 Genbank 5757546 1952. AC004903 Genbank 4454521 1953. AC004908 Genbank 4156179 1954. AC004911 Genbank 3478665 1955. AC004914 Genbank 4156177 1956. AC004917 Genbank 4508144 1957. AC004923 Genbank 4263742 1958. AC004924 Genbank 4263741 1959. AC004925 Genbank 4156174 1960. AC004926 Genbank 4263559 1961. AC004931 Genbank 3406053 1962. AC004944 Genbank 4156165 1963. AC004955 Genbank 4753267 1964. AC004961 Genbank 5001540 1965. AC004967 Genbank 5001539 1966. AC004980 Genbank 9755474 1967. AC004982 Genbank 3419846 1968. AC004983 Genbank 4309885 1969. AC004984 Genbank 3355524 1970. AC004986 Genbank 4309812 1971. AC004987 Genbank 5306306 1972. AC004989 Genbank 3900851 1973. AC004998 Genbank 5091651 1974. AC004999 Genbank 3970963 1975. AC005000 Genbank 9857564 1976. AC005023 Genbank 3900847 1977. AC005031 Genbank 3688109 1978. AC005040 Genbank 4508119 1979. AC005045 Genbank 4508117 1980. AC005052 Genbank 10122134 1981. AC005053 Genbank 3924666 1982. AC005058 Genbank 4156135 1983. AC005061 Genbank 4508115 1984. AC005070 Genbank 3406049 1985. AC005083 Genbank 4150930 1986. AC005084 Genbank 3659503 1987. AC005088 Genbank 4753221 1988. AC005099 Genbank 4150927 1989. AC005104 Genbank 4218027 1990. AC005154 Genbank 3242763 1991. AC005158 Genbank 5091650 1992. AC005184 Genbank 3687200 1993. AC005189 Genbank 3264580 1994. AC005213 Genbank 3282167 1995. AC005215 Genbank 3282165 1996. AC005230 Genbank 4156158 1997. AC005235 Genbank 5091645 1998. AC005244 Genbank 3402739 1999. AC005250 Genbank 3287719 2000. AC005261 Genbank 3289984 2001. AC005271 Genbank 3293212 2002. AC005281 Genbank 4263751 2003. AC005283 Genbank 7243875 2004. AC005288 Genbank 3492893 2005. AC005301 Genbank 7107554 2006. AC005317 Genbank 3808082 2007. AC005326 Genbank 3341714 2008. AC005328 Genbank 3342735 2009. AC005332 Genbank 3659494 2010. AC005352 Genbank 3366560 2011. AC005365 Genbank 3367509 2012. AC005373 GenbanK 3367501 2013. AC005392 Genbank 3399669 2014. AC005401 Genbank 3402734 2015. AC005409 Genbank 4249432 2016. AC005476 Genbank 5732183 2017. AC005497 Genbank 8570495 2018. AC005518 Genbank 4263560 2019. AC005520 Genbank 5001541 2020. AC005521 Genbank 4156161 2021. AC005532 Genbank 4156192 2022. AC005548 Genbank 3687279 2023. AC005611 Genbank 3540154 2024. AC005629 Genbank 7243877 2025. AC005630 Genbank 4159882 2026. AC005701 Genbank 3757543 2027. AC005703 Genbank 7740042 2028. AC005723 Genbank 3660463 2029. AC005730 Genbank 3779042 2030. AC005738 Genbank 3687213 2031. AC005771 Genbank 3757545 2032. AC005778 Genbank 3702301 2033. AC005783 Genbank 3702294 2034. AC005817 Genbank 7923527 2035. AC005829 Genbank 3873300 2036. AC005856 Genbank 3849821 2037. AC005874 Genbank 6249674 2038. AC005876 Genbank 6249672 2039. AC005879 Genbank 6249669 2040. AC005880 Genbank 6249667 2041. AC005899 Genbank 3935221 2042. AC005905 Genbank 4090182 2043. AC005909 Genbank 4165006 2044. AC005968 Genbank 3907448 2045. AC006001 Genbank 5708496 2046. AC006002 Genbank 3983570 2047. AC006016 Genbank 4508142 2048. AC006017 Genbank 4508141 2049. AC006033 Genbank 4309948 2050. AC006035 Genbank 4309810 2051. AC006036 Genbank 4753244 2052. AC006040 Genbank 10801470 2053. AC006042 Genbank 4508120 2054. AC006045 Genbank 4753227 2055. AC006050 Genbank 4079627 2056. AC006052 Genbank 4827293 2057. AC006055 Genbank 4071011 2058. AC006059 Genbank 4544348 2059. AC006084 Genbank 3953485 2060. AC006145 Genbank 4454525 2061. AC006151 Genbank 6094678 2062. AC006157 Genbank 4314424 2063. AC006195 Genbank 3983557 2064. AC006226 Genbank 4454497 2065. AC006239 Genbank 4544480 2066. AC006249 Genbank 4062902 2067. AC006253 Genbank 4309922 2068. AC006257 Genbank 4092478 2069. AC006287 Genbank 4210508 2070. AC006296 Genbank 4827292 2071. AC006299 Genbank 4106997 2072. AC006317 Genbank 4827327 2073. AC006320 Genbank 8747085 2074. AC006323 Genbank 4753259 2075. AC006332 Genbank 6358848 2076. AC006333 Genbank 5523811 2077. AC006337 Genbank 9581973 2078. AC006344 Genbank 4508150 2079. AC006347 Genbank 4309919 2080. AC006350 Genbank 4508140 2081. AC006352 Genbank 4753268 2082. 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AC005052 Genbank 10122134 5906. AC005060 Genbank 10445386 5907. AC005062 Genbank 4150931 5908. AC005065 Genbank 4153861 5909. AC005075 Genbank 4926889 5910. AC005089 Genbank 5732140 5911. AC005090 Genbank 3478661 5912. AC005104 Genbank 4218027 5913. AC005154 Genbank 3242763 5914. AC005161 Genbank 3242754 5915. AC005166 Genbank 3242769 5916. AC005183 Genbank 4558524 5917. AC005207 Genbank 3342221 5918. AC005213 Genbank 3282167 5919. AC005217 Genbank 3282163 5920. AC005255 Genbank 3289998 5921. AC005291 Genbank 3402737 5922. AC005305 Genbank 3329352 5923. AC005332 Genbank 3659494 5924. AC005335 Genbank 3347824 5925. AC005480 Genbank 4835818 5926. AC005531 Genbank 4153875 5927. AC005544 Genbank 3650045 5928. AC005546 Genbank 3478635 5929. AC005550 Genbank 3478668 5930. AC005553 Genbank 4090193 5931. AC005575 Genbank 3510226 5932. AC005618 Genbank 3548785 5933. AC005630 Genbank 4159882 5934. AC005678 Genbank 4156137 5935. AC005703 Genbank 7740042 5936. AC005722 Genbank 3738108 5937. 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AB007619 Genbank 2465179 8553. AB007858 Genbank 2662076 8554. AB007865 Genbank 2662090 8555. AB007869 Genbank 2662098 8556. AB007888 Genbank 2887430 8557. AB007916 Genbank 6683704 8558. AB007927 Genbank 3413877 8559. AB007940 Genbank 3413903 8560. AB007956 Genbank 3413930 8561. AB007960 Genbank 3413934 8562. AB008109 Genbank 2554613 8563. AB009010 Genbank 2647407 8564. AB011089 Genbank 3043557 8565. AB011100 Genbank 6683714 8566. AB011102 Genbank 3043583 8567. AB011108 Genbank 3043595 8568. AB011141 Genbank 3043661 8569. AB011159 Genbank 3043697 8570. AB011173 Genbank 3043725 8571. AB013139 Genbank 3169124 8572. AB014080 Genbank 5672592 8573. AB014458 Genbank 3928761 8574. AB014486 Genbank 4062959 8575. AB014536 Genbank 3327085 8576. AB014547 Genbank 3327107 8577. AB014560 Genbank 3327133 8578. AB014597 Genbank 3327207 8579. AB015333 Genbank 3970855 8580. AB015639 Genbank 5821139 8581. AB015907 Genbank 4218063 8582. AB015982 Genbank 5926628 8583. AB016247 Genbank 3721881 8584. AB017494 Genbank 4589719 8585. AB017644 Genbank 4586929 8586. AB017708 Genbank 3650434 8587. AB018257 Genbank 3882148 8588. AB018272 Genbank 3882178 8589. AB018327 Genbank 3882288 8590. AB018329 Genbank 3882292 8591. AB018330 Genbank 3882294 8592. AB018566 Genbank 4126977 8593. AB019437 Genbank 4512267 8594. AB019438 Genbank 4512277 8595. AB019439 Genbank 4512287 8596. AB019440 Genbank 4512300 8597. AB019568 Genbank 3885371 8598. AB019569 Genbank 3885372 8599. AB020532 Genbank 6497098 8600. AB020629 Genbank 4240129 8601. AB020634 Genbank 4240142 8602. AB020641 Genbank 4240156 8603. AB020658 Genbank 4240190 8604. AB020680 Genbank 4240234 8605. AB020692 Genbank 4240258 8606. AB020700 Genbank 4240274 8607. AB020703 Genbank 4240280 8608. AB020721 Genbank 4240316 8609. AB020863 Genbank 4003383 8610. AB021288 Genbank 4038732 8611. AB022192 Genbank 6682846 8612. AB022655 Genbank 5360676 8613. AB022663 Genbank 5019617 8614. AB023051 Genbank 5672606 8615. AB023209 Genbank 4589627 8616. AB023210 Genbank 4589629 8617. AB023230 Genbank 4589675 8618. AB023234 Genbank 4589683 8619. AB023652 Genbank 4630770 8620. AB024518 Genbank 4520327 8621. AB024703 Genbank 5931544 8622. AB026898 Genbank 4835382 8623. AB027258 Genbank 6429662 8624. AB028639 Genbank 5102943 8625. AB028893 Genbank 6552364 8626. AB028945 Genbank 5689380 8627. AB028961 Genbank 5689412 8628. AB028963 Genbank 5689416 8629. AB028973 Genbank 5689436 8630. AB028981 Genbank 5689452 8631. AB029032 Genbank 5689554 8632. AB029036 Genbank 5689562 8633. AB029309 Genbank 6594305 8634. AB032948 Genbank 6329727 8635. AB032969 Genbank 6329965 8636. AB032971 Genbank 6330018 8637. AB032973 Genbank 6330032 8638. AB032983 Genbank 6330128 8639. AB033034 Genbank 6382021 8640. AB033049 Genbank 6330616 8641. AB033051 Genbank 6330667 8642. AB033064 Genbank 6330771 8643. AB033071 Genbank 6330825 8644. AB033079 Genbank 6382025 8645. AB034205 Genbank 6899845 8646. AB037730 Genbank 7242972 8647. AB037763 Genbank 7243064 8648. AB037765 Genbank 7243068 8649. AB037788 Genbank 7243114 8650. AB037790 Genbank 7243118 8651. AB037795 Genbank 7243128 8652. AB037801 Genbank 7243140 8653. AB037803 Genbank 7243144 8654. AB037835 Genbank 7243208 8655. AB037841 Genbank 7243220 8656. AB037842 Genbank 7243222 8657. AB037849 Genbank 7243236 8658. AB037851 Genbank 7243240 8659. AB037856 Genbank 7243267 8660. AB039667 Genbank 7209865 8661. AB040927 Genbank 7959248 8662. AC000015 Genbank 4263638 8663. AC000064 Genbank 1669369 8664. AC000394 Genbank 2133911 8665. AC000403 Genbank 2133864 8666. AC002038 Genbank 2226439 8667. AC002064 Genbank 2076723 8668. AC002076 Genbank 2078461 8669. AC002451 Genbank 2337882 8670. AC002480 Genbank 2340098 8671. AC002528 Genbank 2388554 8672. AC002546 Genbank 2583101 8673. AC003016 Genbank 2547254 8674. AC003075 Genbank 2588637 8675. AC003108 Genbank 2833632 8676. AC003682 Genbank 3264845 8677. AC003692 Genbank 2731601 8678. AC003958 Genbank 2828773 8679. AC003976 Genbank 2828772 8680. AC003985 Genbank 2769692 8681. AC004022 Genbank 3598727 8682. AC004032 Genbank 5032329 8683. AC004053 Genbank 3687218 8684. AC004098 Genbank 3097872 8685. AC004148 Genbank 3482960 8686. AC004230 Genbank 4028938 8687. AC004236 Genbank 2914668 8688. AC004448 Genbank 11128431 8689. AC004452 Genbank 2979602 8690. AC004477 Genbank 3688107 8691. AC004526 Genbank 3779035 8692. AC004527 Genbank 4760422 8693. AC004584 Genbank 3417305 8694. AC004603 Genbank 3077822 8695. AC004605 Genbank 3337395 8696. AC004615 Genbank 3080660 8697. AC004686 Genbank 3688105 8698. AC004837 Genbank 3845417 8699. AC004850 Genbank 4309890 8700. AC004854 Genbank 4827328 8701. AC004900 Genbank 5757547 8702. AC004902 Genbank 5757546 8703. AC004940 Genbank 3953511 8704. AC004955 Genbank 4753267 8705. AC005027 Genbank 4753250 8706. AC005045 Genbank 4508117 8707. AC005062 Genbank 4150931 8708. AC005082 Genbank 5836159 8709. AC005156 Genbank 3242759 8710. AC005206 Genbank 3319117 8711. AC005324 Genbank 3366582 8712. AC005385 Genbank 6249680 8713. AC005392 Genbank 3399669 8714. AC005409 Genbank 4249432 8715. AC005479 Genbank 4508155 8716. AC005509 Genbank 4176355 8717. AC005544 Genbank 3650045 8718. AC005603 Genbank 3522968 8719. AC005612 Genbank 3540153 8720. AC005740 Genbank 3687210 8721. AC005799 Genbank 3789715 8722. AC005837 Genbank 3849820 8723. AC005877 Genbank 6249671 8724. AC005899 Genbank 3935221 8725. AC005912 Genbank 4165005 8726. AC005922 Genbank 3873182 8727. AC006022 Genbank 4153867 8728. AC006033 Genbank 4309948 8729. AC006050 Genbank 4079627 8730. AC006064 Genbank 4572650 8731. AC006077 Genbank 3935193 8732. AC006084 Genbank 3953485 8733. AC006159 Genbank 7243950 8734. AC006165 Genbank 3980464 8735. AC006196 Genbank 6001976 8736. AC006252 Genbank 4309923 8737. AC006344 Genbank 4508150 8738. AC006352 Genbank 4753268 8739. AC006480 Genbank 6289252 8740. AC006487 Genbank 11128438 8741. AC006512 Genbank 4926863 8742. AC006530 Genbank 4680764 8743. AC006559 Genbank 4887253 8744. AC006581 Genbank 4914350 8745. AC006971 Genbank 4731074 8746. AC007000 Genbank 7243924 8747. AC007041 Genbank 5708471 8748. AC007055 Genbank 4885691 8749. AC007115 Genbank 4895146 8750. AC007130 Genbank 5001538 8751. AC007199 Genbank 4558768 8752. AC007204 Genbank 4559317 8753. AC007314 Genbank 4662678 8754. AC007401 Genbank 10440760 8755. AC007537 Genbank 4914348 8756. AC007563 Genbank 6289217 8757. AC007564 Genbank 4982534 8758. AC007655 Genbank 4895153 8759. AC007690 Genbank 5815494 8760. AC007750 Genbank 6094634 8761. AC007966 Genbank 5836190 8762. AC008008 Genbank 5656683 8763. AC008012 Genbank 5762548 8764. AC008040 Genbank 5922025 8765. AC008115 Genbank 5801654 8766. AC008123 Genbank 6006046 8767. AC008126 Genbank 5923639 8768. AC008417 Genbank 6730695 8769. AC008572 Genbank 7341444 8770. AC008865 Genbank 7019284 8771. AC009223 Genbank 6042098 8772. AC009403 Genbank 10440729 8773. AC010197 Genbank 6143841 8774. AC010202 Genbank 6598666 8775. AC010386 Genbank 7105518 8776. AC010494 Genbank 7109400 8777. AC010517 Genbank 6223625 8778. AC011088 Genbank 7960348 8779. AC011362 Genbank 6094545 8780. AC012087 Genbank 7114465 8781. AC012262 Genbank 7381642 8782. AC016138 Genbank 7021552 8783. AC020949 Genbank 7211911 8784. AC021092 Genbank 6693370 8785. AF000231 Genbank 2149974 8786. AF000381 Genbank 2565195 8787. AF000547 Genbank 2232070 8788. AF000652 Genbank 2795862 8789. AF000982 Genbank 2580549 8790. AF000992 Genbank 2580569 8791. AF001862 Genbank 2232149 8792. AF001902 Genbank 2078326 8793. AF002668 Genbank 2232173 8794. AF004327 Genbank 2257932 8795. AF004561 Genbank 2209346 8796. AF005422 Genbank 2209234 8797. AF006010 Genbank 4101694 8798. AF006086 Genbank 2282037 8799. AF006636 Genbank 2198854 8800. AF007544 Genbank 2970122 8801. AF007791 Genbank 3779196 8802. AF008442 Genbank 2266928 8803. AF009202 Genbank 2454507 8804. AF011793 Genbank 2352903 8805. AF012073 Genbank 2735856 8806. AF013622 Genbank 3135406 8807. AF013759 Genbank 3153208 8808. AF014882 Genbank 2582056 8809. AF015283 Genbank 2384720 8810. AF015767 Genbank 2353176 8811. AF015812 Genbank 2599359 8812. AF017104 Genbank 2736085 8813. AF017269 Genbank 2394305 8814. AF017445 Genbank 2582184 8815. AF017782 Genbank 3986404 8816. AF019369 Genbank 2623562 8817. AF023266 Genbank 4103447 8818. AF024714 Genbank 2558941 8819. AF025772 Genbank 5757624 8820. AF026169 Genbank 5091668 8821. AF026291 Genbank 2559007 8822. AF026445 Genbank 2739086 8823. AF027153 Genbank 2739093 8824. AF027159 Genbank 2623586 8825. AF027205 Genbank 2598967 8826. AF027964 Genbank 2695662 8827. AF028832 Genbank 3287488 8828. AF030339 Genbank 3176761 8829. AF030409 Genbank 2944232 8830. AF031379 Genbank 4894208 8831. AF033095 Genbank 2645728 8832. AF034799 Genbank 3309532 8833. AF035286 Genbank 2661038 8834. AF035289 Genbank 2661043 8835. AF035810 Genbank 2674167 8836. AF035940 Genbank 2909829 8837. AF038202 Genbank 2795923 8838. AF038451 Genbank 3779225 8839. AF038960 Genbank 3329389 8840. AF039656 Genbank 2773159 8841. AF039687 Genbank 3170173 8842. AF039907 Genbank 2754858 8843. AF041259 Genbank 3335396 8844. AF043906 Genbank 2832292 8845. AF045184 Genbank 3417598 8846. AF047020 Genbank 4204096 8847. AF047439 Genbank 3335133 8848. AF047448 Genbank 2961148 8849. AF047826 Genbank 2935422 8850. AF049910 Genbank 3435156 8851. AF050163 Genbank 3293304 8852. AF051160 Genbank 2961198 8853. AF051684 Genbank 3047259 8854. AF051941 Genbank 3893858 8855. AF052097 Genbank 3360404 8856. AF052115 Genbank 3360422 8857. AF052146 Genbank 3360455 8858. AF052155 Genbank 3360466 8859. AF052179 Genbank 3360490 8860. AF052578 Genbank 2967847 8861. AF054174 Genbank 3341991 8862. AF054181 Genbank 3342003 8863. AF054284 Genbank 4033734 8864. AF054988 Genbank 3005699 8865. AF054990 Genbank 3005703 8866. AF054999 Genbank 3005714 8867. AF056332 Genbank 3044135 8868. AF057160 Genbank 3694919 8869. AF057356 Genbank 3063652 8870. AF058953 Genbank 3766196 8871. AF061016 Genbank 3127126 8872. AF061261 Genbank 3779239 8873. AF062072 Genbank 3668065 8874. AF062149 Genbank 3170760 8875. AF062232 Genbank 3170930 8876. AF062233 Genbank 3170932 8877. AF062249 Genbank 3170964 8878. AF063605 Genbank 4071360 8879. AF063611 Genbank 4731856 8880. AF064801 Genbank 3395786 8881. AF064824 Genbank 3290171 8882. AF064879 Genbank 4321848 8883. AF065391 Genbank 4191326 8884. AF065481 Genbank 4867995 8885. AF065482 Genbank 3152937 8886. AF065483 Genbank 3152939 8887. AF065485 Genbank 3873215 8888. AF067420 Genbank 3201899 8889. AF069301 Genbank 3193335 8890. AF069307 Genbank 4884549 8891. AF069313 Genbank 7145105 8892. AF069601 Genbank 7239697 8893. AF070418 Genbank 3236451 8894. AF070523 Genbank 3764088 8895. AF070525 Genbank 3387880 8896. AF070542 Genbank 3387901 8897. AF070555 Genbank 3387920 8898. AF070556 Genbank 3387921 8899. AF070561 Genbank 3387928 8900. AF070635 Genbank 3283905 8901. AF070640 Genbank 3283913 8902. AF070646 Genbank 3283920 8903. AF070649 Genbank 3283923 8904. AF070652 Genbank 4454679 8905. AF070656 Genbank 4454687 8906. AF070667 Genbank 4454709 8907. AF070668 Genbank 4454711 8908. AF073298 Genbank 3641537 8909. AF073344 Genbank 5410229 8910. AF075587 Genbank 3319325 8911. AF077030 Genbank 4689107 8912. AF077037 Genbank 4689121 8913. AF077046 Genbank 4689139 8914. AF077050 Genbank 4689147 8915. AF077053 Genbank 4689153 8916. AF077200 Genbank 4679013 8917. AF077202 Genbank 4679017 8918. AF077205 Genbank 4679023 8919. AF077207 Genbank 4679027 8920. AF077515 Genbank 3832694 8921. AF077951 Genbank 3643106 8922. AF078845 Genbank 5531804 8923. AF078850 Genbank 5531814 8924. AF080092 Genbank 4322311 8925. AF081195 Genbank 3928854 8926. AF081484 Genbank 3420928 8927. AF082569 Genbank 4206702 8928. AF083190 Genbank 3599414 8929. AF083384 Genbank 3746839 8930. AF083395 Genbank 4106817 8931. AF083441 Genbank 5813822 8932. AF083930 Genbank 4416182 8933. AF084520 Genbank 5052120 8934. AF084555 Genbank 5813858 8935. AF085359 Genbank 5114052 8936. AF085481 Genbank 4336415 8937. AF086002 Genbank 3483347 8938. AF086175 Genbank 3483520 8939. AF086214 Genbank 3483559 8940. AF088867 Genbank 6652811 8941. AF090095 Genbank 4063630 8942. AF090904 Genbank 6690184 8943. AF090928 Genbank 6690222 8944. AF091076 Genbank 3859989 8945. AF091263 Genbank 4140646 8946. AF091622 Genbank 6648927 8947. AF091871 Genbank 4262371 8948. AF092128 Genbank 5138905 8949. AF092135 Genbank 5138919 8950. AF095891 Genbank 4185494 8951. AF097362 Genbank 6165617 8952. AF097514 Genbank 4808600 8953. AF098807 Genbank 4877581 8954. AF099935 Genbank 3860092 8955. AF100141 Genbank 3978516 8956. AF100741 Genbank 5138992 8957. AF103768 Genbank 6179855 8958. AF104238 Genbank 5880486 8959. AF104914 Genbank 4206125 8960. AF104921 Genbank 9409793 8961. AF105421 Genbank 4838128 8962. AF106019 Genbank 5359630 8963. AF106681 Genbank 5410327 8964. AF106862 Genbank 5757883 8965. AF106966 Genbank 4008088 8966. AF110368 Genbank 6502538 8967. AF110460 Genbank 4324698 8968. AF110774 Genbank 6523794 8969. AF110824 Genbank 4927639 8970. AF112204 Genbank 6563195 8971. AF113015 Genbank 6642753 8972. AF113016 Genbank 6642755 8973. AF113686 Genbank 6855614 8974. AF113700 Genbank 6855634 8975. AF113702 Genbank 6855636 8976. AF115384 Genbank 4566745 8977. AF115402 Genbank 4559272 8978. AF116347 Genbank 6650721 8979. AF118091 Genbank 6650827 8980. AF118808 Genbank 11131781 8981. AF123462 Genbank 4240565 8982. AF125097 Genbank 5106989 8983. AF125158 Genbank 4455117 8984. AF126181 Genbank 4732088 8985. AF126736 Genbank 4454564 8986. AF129537 Genbank 6164623 8987. AF130366 Genbank 4530576 8988. AF131738 Genbank 4406548 8989. AF131802 Genbank 4406633 8990. AF131817 Genbank 4406652 8991. AF131838 Genbank 4406677 8992. AF131857 Genbank 4406704 8993. AF132000 Genbank 4530586 8994. AF132047 Genbank 4838516 8995. AF132940 Genbank 4680650 8996. AF132947 Genbank 4680664 8997. AF135162 Genbank 7259481 8998. AF135488 Genbank 5668619 8999. AF138300 Genbank 5532410 9000. AF138302 Genbank 5532412 9001. AF141347 Genbank 4929133 9002. AF143889 Genbank 4895034 9003. AF144700 Genbank 5107075 9004. AF145385 Genbank 4929329 9005. AF146651 Genbank 5020073 9006. AF147331 Genbank 4761682 9007. AF147334 Genbank 4761685 9008. AF147367 Genbank 4761718 9009. AF151028 Genbank 7106777 9010. AF151050 Genbank 7106821 9011. AF151538 Genbank 6288762 9012. AF151803 Genbank 4929558 9013. AF151826 Genbank 4929604 9014. AF151872 Genbank 4929696 9015. AF151878 Genbank 4929708 9016. AF151885 Genbank 4929722 9017. AF152961 Genbank 5499740 9018. AF153821 Genbank 5002378 9019. AF156165 Genbank 7145093 9020. AF156965 Genbank 5731112 9021. AF161384 Genbank 6841181 9022. AF161458 Genbank 6841439 9023. AF161466 Genbank 6841455 9024. AF161473 Genbank 6841469 9025. AF161501 Genbank 6841525 9026. AF161522 Genbank 6841567 9027. AF161530 Genbank 6841583 9028. AF161541 Genbank 6841349 9029. AF161547 Genbank 6841361 9030. AF161554 Genbank 6841375 9031. AF163254 Genbank 5733599 9032. AF165124 Genbank 5738137 9033. AF172093 Genbank 7248635 9034. AF173856 Genbank 7021320 9035. AF174113 Genbank 5834185 9036. AF174496 Genbank 7108914 9037. AF174591 Genbank 6164724 9038. AF176574 Genbank 5762481 9039. AF176700 Genbank 6103638 9040. AF177765 Genbank 6175872 9041. AF180322 Genbank 5881245 9042. AF180473 Genbank 6856202 9043. AF182844 Genbank 6003571 9044. AF184764 Genbank 6110571 9045. AF187554 Genbank 6653225 9046. AF188611 Genbank 6470149 9047. AF191298 Genbank 7656642 9048. AF191339 Genbank 6180012 9049. AF196969 Genbank 6289073 9050. AF201077 Genbank 6456748 9051. AF201947 Genbank 6563291 9052. AF201951 Genbank 6563299 9053. AF203815 Genbank 6979641 9054. AF205588 Genbank 6531675 9055. AF207550 Genbank 6470333 9056. AF213969 Genbank 6626178 9057. AF224669 Genbank 7012905 9058. AF226614 Genbank 7109248 9059. AF241728 Genbank 7263192 9060. AJ000881 Genbank 2924308 9061. AJ001306 Genbank 2370148 9062. AJ001309 Genbank 3171907 9063. AJ002308 Genbank 2959871 9064. AJ002675 Genbank 4007582 9065. AJ010442 Genbank 3954884 9066. AJ010842 Genbank 3646129 9067. AJ130733 Genbank 4995298 9068. AJ131244 Genbank 3947687 9069. AJ131245 Genbank 3947689 9070. AJ132637 Genbank 5689741 9071. AJ223812 Genbank 2894518 9072. AJ224162 Genbank 2897594 9073. AJ224442 Genbank 2911586 9074. AJ225773 Genbank 2808994 9075. AJ239341 Genbank 4456503 9076. AJ242975 Genbank 5101765 9077. AJ243207 Genbank 5263023 9078. AJ243663 Genbank 6688144 9079. AJ244946 Genbank 4995351 9080. AJ245004 Genbank 4995466 9081. AJ250915 Genbank 6996445 9082. AJ272197 Genbank 7242619 9083. AJ387747 Genbank 6562532 9084. AK000049 Genbank 7019880 9085. AK000087 Genbank 7019946 9086. AK000093 Genbank 7019956 9087. AK000191 Genbank 7020112 9088. AK000231 Genbank 7020177 9089. AK000260 Genbank 7020221 9090. AK000290 Genbank 7020272 9091. AK000299 Genbank 7020288 9092. AK000414 Genbank 7020486 9093. AK000462 Genbank 7020566 9094. AK000509 Genbank 7020648 9095. AK000544 Genbank 7020710 9096. AK000548 Genbank 7020717 9097. AK000567 Genbank 7020750 9098. AK000587 Genbank 7020782 9099. AK000624 Genbank 7020839 9100. AK000635 Genbank 7020858 9101. AK000639 Genbank 7020863 9102. AK000648 Genbank 7020877 9103. AK000669 Genbank 7020909 9104. AK000680 Genbank 7020924 9105. AK000688 Genbank 7020934 9106. AK000713 Genbank 7020973 9107. AK000714 Genbank 7020975 9108. AK000724 Genbank 7020989 9109. AK000790 Genbank 7021092 9110. AK000946 Genbank 7021928 9111. AK000953 Genbank 7021938 9112. AK001043 Genbank 7022068 9113. AK001050 Genbank 7022077 9114. AK001067 Genbank 7022104 9115. AK001112 Genbank 7022170 9116. AK001224 Genbank 7022345 9117. AK001311 Genbank 7022486 9118. AK001313 Genbank 7022490 9119. AK001319 Genbank 7022500 9120. AK001364 Genbank 7022577 9121. AK001478 Genbank 7022760 9122. AK001486 Genbank 7022771 9123. AK001488 Genbank 7022775 9124. AK001521 Genbank 7022828 9125. AK001528 Genbank 7022839 9126. AK001536 Genbank 7022851 9127. AK001718 Genbank 7023153 9128. 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AC005550 Genbank 3478668 10657. AC005630 Genbank 4159882 10658. AC005692 Genbank 4159889 10659. AC005696 Genbank 3819097 10660. AC005740 Genbank 3687210 10661. AC005746 Genbank 3808088 10662. AC005787 Genbank 3702285 10663. AC005796 Genbank 3702268 10664. AC005829 Genbank 3873300 10665. AC005838 Genbank 3947427 10666. AC005856 Genbank 3849821 10667. AC005875 Genbank 6513908 10668. AC005876 Genbank 6249672 10669. AC005905 Genbank 4090182 10670. AC005921 Genbank 4982556 10671. AC006021 Genbank 4731073 10672. AC006031 Genbank 4309811 10673. AC006033 Genbank 4309948 10674. AC006040 Genbank 10801470 10675. AC006059 Genbank 4544348 10676. AC006079 Genbank 4006838 10677. AC006084 Genbank 3953485 10678. AC006130 Genbank 3970932 10679. AC006146 Genbank 5836157 10680. AC006237 Genbank 4062175 10681. AC006238 Genbank 4204704 10682. AC006312 Genbank 4582483 10683. AC006335 Genbank 4753229 10684. AC006352 Genbank 4753268 10685. AC006359 Genbank 4753263 10686. AC006462 Genbank 10801468 10687. AC006474 Genbank 4454627 10688. AC006475 Genbank 4753283 10689. AC006501 Genbank 4309874 10690. AC006548 Genbank 7109503 10691. AC006840 Genbank 6227027 10692. AC006977 Genbank 5931479 10693. AC006978 Genbank 4753257 10694. AC006987 Genbank 5123989 10695. AC006991 Genbank 10801457 10696. AC007009 Genbank 7322010 10697. AC007014 Genbank 4371263 10698. AC007016 Genbank 4760420 10699. AC007032 Genbank 5523832 10700. AC007036 Genbank 5649379 10701. AC007040 Genbank 5306302 10702. AC007052 Genbank 4510438 10703. AC007276 Genbank 6587937 10704. AC007308 Genbank 5903110 10705. AC007347 Genbank 6806840 10706. AC007372 Genbank 4927301 10707. AC007384 Genbank 5708473 10708. AC007390 Genbank 6358845 10709. AC007393 Genbank 5306300 10710. AC007533 Genbank 6682595 10711. AC007684 Genbank 5836173 10712. AC007695 Genbank 5815500 10713. AC007878 Genbank 5732161 10714. AC007899 Genbank 6289213 10715. AC008014 Genbank 5815493 10716. AC008039 Genbank 5454236 10717. AC008040 Genbank 5922025 10718. AC008070 Genbank 8748906 10719. AC008071 Genbank 5836182 10720. AC008078 Genbank 6006920 10721. AC008079 Genbank 7940363 10722. AC008123 Genbank 6006046 10723. AC008151 Genbank 5629925 10724. AC008180 Genbank 9558559 10725. AC008269 Genbank 10716637 10726. AC008553 Genbank 7670114 10727. AC008585 Genbank 6721144 10728. AC008772 Genbank 8844106 10729. AC008934 Genbank 7158896 10730. AC009181 Genbank 6692751 10731. AC009230 Genbank 7408128 10732. AC009235 Genbank 9454633 10733. AC009303 Genbank 10716638 10734. AC009318 Genbank 7656679 10735. AC009478 Genbank 7770675 10736. AC009958 Genbank 7408124 10737. AC010168 Genbank 6855156 10738. AC010202 Genbank 6598666 10739. AC010382 Genbank 6850297 10740. AC011331 Genbank 9929686 10741. AC011592 Genbank 6514033 10742. AC012087 Genbank 7114465 10743. AC016681 Genbank 7321924 10744. AC018641 Genbank 8705046 10745. AC018816 Genbank 9755439 10746. AC019106 Genbank 8570227 10747. AC019181 Genbank 8748861 10748. AC020633 Genbank 7658301 10749. AC020728 Genbank 7770044 10750. AC022493 Genbank 9558552 10751. AC024083 Genbank 9789634 10752. AC027663 Genbank 8698752 10753. AF001549 Genbank 3355302 10754. AF006070 Genbank 3309104 10755. AF007544 Genbank 2970122 10756. AF010313 Genbank 6468761 10757. AF012072 Genbank 9967556 10758. AF013758 Genbank 3046899 10759. AF014402 Genbank 3123847 10760. AF014882 Genbank 2582056 10761. AF015812 Genbank 2599359 10762. AF016507 Genbank 2909776 10763. AF020202 Genbank 2431999 10764. AF023268 Genbank 2564910 10765. AF026445 Genbank 2739086 10766. AF028832 Genbank 3287488 10767. AF029689 Genbank 4545074 10768. AF032922 Genbank 3820481 10769. AF035429 Genbank 2665724 10770. AF038458 Genbank 2689079 10771. AF042857 Genbank 2952271 10772. AF047020 Genbank 4204096 10773. AF050641 Genbank 5326822 10774. AF052113 Genbank 3360420 10775. AF054990 Genbank 3005703 10776. AF060981 Genbank 3851501 10777. AF061258 Genbank 3108092 10778. AF061737 Genbank 4335938 10779. AF064867 Genbank 3800768 10780. AF070540 Genbank 3387898 10781. AF070649 Genbank 3283923 10782. AF077052 Genbank 4689151 10783. AF077202 Genbank 4679017 10784. AF077951 Genbank 3643106 10785. AF078849 Genbank 5531812 10786. AF078860 Genbank 5531834 10787. AF080092 Genbank 4322311 10788. AF086311 Genbank 3483656 10789. AF086735 Genbank 3859945 10790. AF087659 Genbank 4191345 10791. AF088055 Genbank 3523261 10792. AF090884 Genbank 6690150 10793. AF090928 Genbank 6690222 10794. AF090935 Genbank 6690235 10795. AF091214 Genbank 3719420 10796. AF091433 Genbank 3769613 10797. AF092907 Genbank 4210952 10798. AF093097 Genbank 6002622 10799. AF100620 Genbank 4808630 10800. AF103907 Genbank 6165973 10801. AF103908 Genbank 6165974 10802. AF106943 Genbank 4454994 10803. AF107885 Genbank 3928926 10804. AF110368 Genbank 6502538 10805. AF111345 Genbank 4731238 10806. AF113016 Genbank 6642755 10807. AF113699 Genbank 6855632 10808. AF113702 Genbank 6855636 10809. AF117229 Genbank 6563231 10810. AF117829 Genbank 4151947 10811. AF121202 Genbank 6572527 10812. AF123534 Genbank 4680297 10813. AF127577 Genbank 7019596 10814. AF129076 Genbank 4325383 10815. AF131215 Genbank 8272457 10816. AF131738 Genbank 4406548 10817. AF131742 Genbank 4406554 10818. AF131750 Genbank 4406566 10819. AF132952 Genbank 4680674 10820. AF135162 Genbank 7259481 10821. AF142063 Genbank 5456839 10822. AF146367 Genbank 4877991 10823. AF147331 Genbank 4761682 10824. AF147394 Genbank 4761745 10825. AF148461 Genbank 5002304 10826. AF150735 Genbank 6690509 10827. AF151063 Genbank 7106847 10828. AF151103 Genbank 5758136 10829. AF153609 Genbank 5231142 10830. AF161383 Genbank 6841179 10831. AF161384 Genbank 6841181 10832. AF161419 Genbank 6841251 10833. AF161458 Genbank 6841439 10834. AF161800 Genbank 5353769 10835. AF164609 Genbank 5802809 10836. AF176555 Genbank 6318854 10837. AF176574 Genbank 5762481 10838. AF182289 Genbank 5919146 10839. AF187554 Genbank 6653225 10840. AF192043 Genbank 7141064 10841. AF203815 Genbank 6979641 10842. AF223408 Genbank 6911266 10843. AF224669 Genbank 7012905 10844. AF240627 Genbank 7263183 10845. AF250841 Genbank 8896064 10846. AJ000332 Genbank 2274967 10847. AJ001382 Genbank 2764618 10848. AJ005273 Genbank 3850703 10849. AJ009870 Genbank 4218430 10850. AJ225782 Genbank 4165269 10851. AJ227870 Genbank 3183908 10852. AJ250075 Genbank 6013007 10853. AJ250915 Genbank 6996445 10854. AJ400877 Genbank 8052236 10855. AK000115 Genbank 7019992 10856. AK000427 Genbank 7020507 10857. AK000447 Genbank 7020542 10858. AK000509 Genbank 7020648 10859. AK000540 Genbank 7020703 10860. AK000548 Genbank 7020717 10861. AK000571 Genbank 7020756 10862. AK000624 Genbank 7020839 10863. AK000712 Genbank 7020971 10864. AK000715 Genbank 7020977 10865. AK000726 Genbank 7020992 10866. AK000820 Genbank 7021131 10867. AK000869 Genbank 7021195 10868. AK001054 Genbank 7022084 10869. AK001075 Genbank 7022117 10870. AK001253 Genbank 7022393 10871. AK001293 Genbank 7022457 10872. AK001429 Genbank 7022680 10873. AK001461 Genbank 7022732 10874. AK001559 Genbank 7022884 10875. AK001662 Genbank 7023057 10876. AK001667 Genbank 7023064 10877. AK001741 Genbank 7023192 10878. AK001886 Genbank 7023430 10879. AK001948 Genbank 7023529 10880. AK002088 Genbank 7023760 10881. AL020990 Genbank 3980348 10882. AL021368 Genbank 3080468 10883. AL021579 Genbank 4375984 10884. AL021878 Genbank 3204432 10885. AL021939 Genbank 3135969 10886. AL022476 Genbank 4493520 10887. AL023281 Genbank 3449132 10888. AL023798 Genbank 3550031 10889. AL023803 Genbank 9408726 10890. AL024508 Genbank 3445456 10891. AL031003 Genbank 4007185 10892. AL031259 Genbank 3790132 10893. AL031277 Genbank 4375907 10894. AL031589 Genbank 4914506 10895. AL031652 Genbank 10198596 10896. AL031669 Genbank 8218059 10897. AL031777 Genbank 10198609 10898. AL031780 Genbank 4140349 10899. AL031781 Genbank 4038570 10900. AL033531 Genbank 6807582 10901. AL034343 Genbank 5931807 10902. AL034375 Genbank 5763835 10903. AL034380 Genbank 7981257 10904. 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AL078583 Genbank 5805131 10936. AL078612 Genbank 5419788 10937. AL079298 Genbank 5102736 10938. AL080202 Genbank 5262687 10939. AL080250 Genbank 5804917 10940. AL080276 Genbank 5763753 10941. AL109613 Genbank 6136931 10942. AL109758 Genbank 8217865 10943. AL109923 Genbank 8894632 10944. AL110185 Genbank 5817098 10945. AL110252 Genbank 5817211 10946. AL117339 Genbank 6624931 10947. AL117341 Genbank 7327972 10948. AL117350 Genbank 7159817 10949. AL117353 Genbank 6165379 10950. AL117423 Genbank 5911854 10951. AL117441 Genbank 5911883 10952. AL117596 Genbank 5912164 10953. AL121735 Genbank 6012990 10954. AL121748 Genbank 6624930 10955. AL121790 Genbank 8919824 10956. AL121909 Genbank 8218087 10957. AL121913 Genbank 7161781 10958. AL121963 Genbank 7161783 10959. AL121993 Genbank 8218080 10960. AL122062 Genbank 6102854 10961. AL122072 Genbank 6102870 10962. AL132656 Genbank 8439394 10963. AL132777 Genbank 6562026 10964. AL132855 Genbank 7019733 10965. AL133084 Genbank 6453532 10966. AL133216 Genbank 6983473 10967. AL133227 Genbank 9187135 10968. AL133255 Genbank 8894156 10969. AL133282 Genbank 8246854 10970. AL133367 Genbank 7708222 10971. AL133555 Genbank 6599122 10972. AL135744 Genbank 6682291 10973. AL135940 Genbank 7076431 10974. AL136097 Genbank 7799632 10975. AL136125 Genbank 9187152 10976. AL136543 Genbank 6807646 10977. AL136593 Genbank 7018431 10978. AL137067 Genbank 8452467 10979. AL137228 Genbank 7263862 10980. AL137681 Genbank 6807931 10981. AL137818 Genbank 7009598 10982. AL138758 Genbank 8670587 10983. AL157440 Genbank 7018515 10984. AL157879 Genbank 8217606 10985. AL157952 Genbank 8894241 10986. AL161670 Genbank 7523421 10987. AL163202 Genbank 7717242 10988. AL163285 Genbank 7717384 10989. AP000009 Genbank 4666255 10990. AP000022 Genbank 4666266 10991. AP000024 Genbank 3132334 10992. AP000031 Genbank 3132341 10993. AP000052 Genbank 3132362 10994. AP000057 Genbank 3133144 10995. AP000131 Genbank 4730900 10996. AP000216 Genbank 4827262 10997. AP000217 Genbank 4827264 10998. AP000345 Genbank 5103008 10999. AP000352 Genbank 6016843 11000. AP000426 Genbank 8698836 11001. AP000431 Genbank 7262567 11002. AP000493 Genbank 5926660 11003. AP000528 Genbank 5931506 11004. AP000529 Genbank 5931507 11005. AP000533 Genbank 5931511 11006. AP000534 Genbank 5931512 11007. AP000535 Genbank 5931513 11008. AP000547 Genbank 5931525 11009. AP000697 Genbank 6712194 11010. AP001035 Genbank 6693585 11011. AP001036 Genbank 6693586 11012. AP001037 Genbank 6693587 11013. AP001172 Genbank 6983884 11014. AP001330 Genbank 8698845 11015. D00759 Genbank 220021 11016. D10040 Genbank 219899 11017. D10704 Genbank 219540 11018. D13388 Genbank 219587 11019. D13629 Genbank 285984 11020. D14710 Genbank 559324 11021. D21209 Genbank 452189 11022. D25542 Genbank 662389 11023. D26070 Genbank 559322 11024. D29954 Genbank 473940 11025. D29956 Genbank 473944 11026. D38112 Genbank 644480 11027. D43717 Genbank 600558 11028. D44466 Genbank 1808577 11029. D45198 Genbank 971271 11030. D63861 Genbank 1769811 11031. D63998 Genbank 974733 11032. D64015 Genbank 2281005 11033. D80009 Genbank 1136433 11034. D84064 Genbank 2618587 11035. D84294 Genbank 1632761 11036. D86985 Genbank 6634002 11037. D87438 Genbank 2055294 11038. D87666 Genbank 1620016 11039. D89667 Genbank 1731808 11040. D89675 Genbank 2055308 11041. D90359 Genbank 559319 11042. E01094 Genbank 2169353 11043. E02628 Genbank 2170856 11044. E06721 Genbank 2174903 11045. E13124 Genbank 3251936 11046. J01415 Genbank 1944628 11047. J02846 Genbank 339505 11048. J03779 Genbank 179833 11049. J03934 Genbank 189245 11050. J04177 Genbank 179729 11051. J04443 Genbank 551175 11052. J04615 Genbank 338246 11053. J04988 Genbank 184422 11054. K00422 Genbank 184322 11055. K01911 Genbank 189273 11056. K03432 Genbank 337377 11057. L00160 Genbank 189904 11058. L00352 Genbank 187094 11059. L04284 Genbank 184393 11060. L05091 Genbank 388030 11061. L05093 Genbank 401844 11062. L12168 Genbank 178083 11063. L22009 Genbank 347313 11064. L29050 Genbank 517061 11065. L29496 Genbank 460280 11066. L32592 Genbank 1723157 11067. L34840 Genbank 2766555 11068. L38951 Genbank 893287 11069. L40521 Genbank 704413 11070. L43509 Genbank 896282 11071. M10119 Genbank 182517 11072. M11560 Genbank 178350 11073. M13692 Genbank 178256 11074. M16553 Genbank 339503 11075. M16768 Genbank 339399 11076. M17886 Genbank 190233 11077. M18157 Genbank 186640 11078. M19283 Genbank 178042 11079. M20132 Genbank 178627 11080. M22382 Genbank 190126 11081. M22430 Genbank 190888 11082. M23077 Genbank 189830 11083. M23483 Genbank 186996 11084. M24486 Genbank 190785 11085. M24545 Genbank 187434 11086. M24902 Genbank 189618 11087. M26325 Genbank 186688 11088. M26481 Genbank 619789 11089. M27024 Genbank 341598 11090. M27507 Genbank 179400 11091. M28211 Genbank 550067 11092. M29064 Genbank 337452 11093. M29065 Genbank 337448 11094. M34661 Genbank 184314 11095. M34840 Genbank 189620 11096. M36693 Genbank 338285 11097. M55409 Genbank 189596 11098. M64098 Genbank 183891 11099. M64571 Genbank 187382 11100. M72709 Genbank 179073 11101. M74002 Genbank 178996 11102. M83822 Genbank 1580780 11103. M85164 Genbank 338034 11104. M95571 Genbank 181904 11105. S63912 Genbank 399757 11106. S73591 Genbank 688296 11107. S74678 Genbank 241477 11108. S75755 Genbank 861469 11109. S77127 Genbank 998582 11110. S79895 Genbank 1195555 11111. U07086 Genbank 515984 11112. U07088 Genbank 515986 11113. U09500 Genbank 510270 11114. U13948 Genbank 538276 11115. U16660 Genbank 564064 11116. U17032 Genbank 687592 11117. U19822 Genbank 849082 11118. U25165 Genbank 887792 11119. U26424 Genbank 1203795 11120. U30826 Genbank 1049079 11121. U31906 Genbank 1173564 11122. U32989 Genbank 993045 11123. U33760 Genbank 995823 11124. U36341 Genbank 1020318 11125. U40369 Genbank 1103903 11126. U41060 Genbank 1256000 11127. U41384 Genbank 1145886 11128. U41514 Genbank 1136284 11129. U43604 Genbank 1171236 11130. U47924 Genbank 1633547 11131. U59305 Genbank 1695872 11132. U65676 Genbank 1654350 11133. U66048 Genbank 1519273 11134. U67171 Genbank 2326174 11135. U68140 Genbank 2406564 11136. U69141 Genbank 1549326 11137. U69274 Genbank 4097821 11138. U69645 Genbank 1575614 11139. U69668 Genbank 1850341 11140. U75272 Genbank 1658285 11141. U78303 Genbank 6648546 11142. U79415 Genbank 1947070 11143. U80017 Genbank 1737211 11144. U82226 Genbank 1848270 11145. U91321 Genbank 2951946 11146. U91322 Genbank 2344876 11147. U91328 Genbank 2088550 11148. U91985 Genbank 2065560 11149. U95742 Genbank 2339843 11150. X00470 Genbank 36334 11151. X03205 Genbank 36162 11152. X06234 Genbank 34772 11153. X12447 Genbank 28613 11154. X15132 Genbank 34794 11155. X15187 Genbank 37260 11156. X15729 Genbank 38317 11157. X17206 Genbank 34391 11158. X52882 Genbank 311380 11159. X55733 Genbank 288099 11160. X56160 Genbank 37226 11161. X62996 Genbank 13000 11162. X65965 Genbank 36540 11163. X68968 Genbank 452315 11164. X70476 Genbank 298096 11165. X71810 Genbank 297905 11166. X74262 Genbank 397375 11167. X74961 Genbank 439657 11168. X74963 Genbank 439661 11169. X74967 Genbank 439664 11170. X74968 Genbank 439659 11171. X78262 Genbank 587440 11172. X78520 Genbank 854101 11173. X81696 Genbank 940516 11174. X83006 Genbank 929656 11175. X83299 Genbank 603027 11176. X85133 Genbank 728590 11177. X89763 Genbank 976086 11178. X95073 Genbank 2879814 11179. X97675 Genbank 1834512 11180. Y00371 Genbank 32466 11181. Y00481 Genbank 29571 11182. Y16241 Genbank 3378195 11183. Z47087 Genbank 860989 11184. Z48633 Genbank 1165102 11185. Z55101 Genbank 1021142 11186. Z55198 Genbank 1021239 11187. Z57944 Genbank 1029175 11188. Z70715 Genbank 1332506 11189. Z73963 Genbank 6562178 11190. Z82203 Genbank 3164070 11191. Z82243 Genbank 3219581 11192. Z83843 Genbank 2578095 11193. Z84485 Genbank 3980102 11194. Z85986 Genbank 4034056 11195. Z93784 Genbank 2315175 11196. Z94054 Genbank 2281935 11197. 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[0384] TABLE 2 Page 1/3 Prepatent Sequences from cMhqao library Sequence 8515: Found in Patent publication WO99/46374 CCCCCCTCGNGAGTACTTCTAGAA11AATTAACGCGGGGTCCATTCTGCGCAGTATCTCA SEQ ID NO:1 ACTGCCGTTCAACAATCGCAAGAGGAAGGTGGAGCAGGTTTCTTCATCTTACAGUGAGA AAACAGAGACTCAGAAGGGCTTCTTAGTTCATGTTTCCCTTAGCGCCTCAGTGATTTTTT CATGGTGGCTTAGGCCAAAAGAAATATCTAACCATTCAATTTATAAATAAUAGGTCCCC AACGAATTAAATATTATGTCCTACCAACTTATTAGCTGCTTGAAAAATATAATACACATA AATAAAAAAATATATTTTTCATTTCTATTTCATTGTTAATCACAACTACUACTAAGGAG ATGTATGCACCTATTGGACACTGTGCAACTTCTCACCTGGAATGAGAUGGACACTGCTG CCCTCATTTTCTGCTCCATGTTGGTGTCCATATAGTACTTGATTTTTTATCAGATGGCCT GGAAAACCCAGTCTCACAAAAATATGAAATTATCAGAAGGAUATAGTGCAATCTTATGT TGAAAGAATGAACTACCTCACTAGTAGTTCACGTGATGTCTGACAGATGTTGAGTTTCATT Sequence 8516: Found in Patent publication WO00/18916.1065 GCCCCCCCTCGGAAGTCTTCTAGNATTAATTAACGCGGGGGGAAAGCCTTCAGTCCTTTC SEQ ID NO:2 TGTTTCTTTCAACTACGTGAAAGGATTCACAGTGGAGAAAGACCCTGTAAGATAATTGGC TTTAAATTACGAGAGACTTGTGATAGGACAGTAAAACCTAGAGTTGGAGTTGGATCTCTG GATTGTGTTATGTCAGTGTTGGTAGGTAGGTTCTAGATTTCCCAGAATCCATTCCATTT GTGATTCCATGATACAATTCACCAGTAACCTATCTTACATGAGATTCGGAAGTAAGTTAA GAAGGCATTAGTCATGGTTTGGAAGCACCATACAGGGAGACAGCTGTGTGAATACAGGCT GTATGGACACTTGCTTCCATCCCATTTTCCTGCTTCTTTGGGTTGCCAATCAAGAGTATC CTCAAAACGACTTGACTTTAATTTTCTCGGAGGTGATAGGCTTCCACACAGGTCTCCAGA AGCCCTGCATTGAATATCGATCCACACTTTGGTTTTCCTTCAGACATTATTATGTCTGTA CTAGGCAACTAATTCAGACTGTCCTGGTTGGGAATATTCTGTGATGCTCTGACTCCCCTAGT Sequence 8517: Found in Patent publication WO00/44900.90 CGGGCCCCCCCTCGGAAGTCTTCTAGAATTAATTAACGCGGGGGGAGCGGGCGAGCGGAG SEQ ID NO:3 TTAGCAGGGCTTTACTGCAGAGCGCGCCGGGCACTCCAGCGACCGTGGGGATCAGCGTAG GTGAGCTGTGGCCTTTTGCGAGGTGCTGCAGCCATAGCTACGTGCGUCGCTACGAGGAT TGAGCGTCTCCACCCAGTAAGTGGGCAAGAGGCGGCAGGAAGTGGGTACGCAGGGGCGCA AGGCGCACAGCCTCTAGACGACTCGCTTTCCCTCCGGCCAACCTCTGAAGCCGCGTCCTA CTTTGACAGCTGCAGGGCCGCGGCCTGGTCTTCTGTGCTTCACCATCTACATAATGAATC CCAGTATGAAGCAGAAACAAGAAGAAATCAAAGAGAATATAAAGAATAGTTCTGTCCCAA GAAGAACTCTGAAGATGATTCAGCCTTCTGCATCTGGATCTCTTGTTGGAAGAGAAAATG AGCTGTCCGCAGGCUGTCCAAAAGGAAACATCGGAATGACCACTTAACATCTACAACTT CCAGCCCTGGGGTTATTGTCCCAGAATCTAGTGAAAATAAAAATCTTGGAGGAGTCACC Sequence 8518: Found in Patent publication WO00/49043.21 GTACCGGGCCCCCCCCTCGGAAATACTTCTAGNATTAATTAACGCGGGTGAAGAAAAAAA SEQ ID NO:4 ACGACTTGAGGAAAAACAAAGAGCAGCCCGCAAAAACAGGTCCAAGTCAGAAGAGGACTG GAAGACGAGGTGGTTCCATCAAGGTCCTAATCCCTACAATGGAGCACAGGACTGGATTTA CTCTGGCAGCTACTGGGACAGAAATTACTTCAATTTGCCTGACATTTATTAAAATGCATA CAAGTCAGGGTGTTTGGCTAATCTACAAATAAGTCTTAAACCTATGTTTTTAAATTTTTT TCCCTTGGTTTCTACTTATCTTTTAAAAAAAAAATGAAAAAACACTCATGAGATAACTGC ATTTCACCCAACAAAAGCAGGGTATAAGGCGATATTGGTGATGAAAGTCTTAGGAAAAAT GCATAATTTTGCTATAAAATGTACTTATTTGGAATACTATTTTATATAGAGGTAAGAGAA CACTGCTGGGGAATATGCTTTTTATGGTTGCTGTTGCCATATTTACTGAAGGTTTATACC TAAATGTAACTTTAGCTTTATGGAACTATATAGTAATCCCAAATCAAGTTATTTTGAATA TTTTTATGCTGTCATGCT Prepatent Sequences from cMhqaq library Sequence 3683: Found in Patent publication U56096516.21 ATGCTGCACCAACTGTATCCATCTTCCCAGCATCCAGTGAGCAGTTAACATCTGGAGGTG SEQ ID NO:5 CCTCAGTCGTGTGCTTCTTGAACAACTTCTACCCCAAAGACATCAATGTCAAGTGGAAGA TTGATGGCAGTGAACGACAAAATGGCGTCCTGAACAGTTGGACTGATCAGGACAGCAAAG ACAGCACCTACAGCATGAGCAGCACCCTCACGTTGACCAAGGACAAGTTTGAACGACATA ACAGC Page 2/3 Prepatent Sequences from cMhqar library Sequence 5658: Found in Patent publication WO00/12544 CCGGGCCCCCCCTCGGAAGTCTTCTAGAATTAATTAACGCGGGTATATTGTGGCATATAG SEQ ID NO:6 TCAACATGGAAGTAGACCAGCTCTGCTGATTTGAAATTTAGATTTTTTAAATTATGTACT GGGGACAGGTTTTTGTCGCTTTACATTGCTTCCTAGTTTACAGCATGATGCAAATGATTT TCTAACTTAGTGTTAGGAGAAATTATTTTCCATCTTTAACCTCTTAGTTGTCTAAGAGTT AAATATTACTGAAUTCAGACGTTCAAATTGATCATCACAAATCCTTTAAAACAATTACC TAAAAGAAACCAAAAATCCTGCCTTCTTTGTGGGGGAGGGGGGAGAGAGGGGAAGGAAAT GGAACAAGTTGTGTTTGTGTTAGCATGTGGGTGATGTAAACTTCAAAUGGGAGATGTTC CGACCCCCACTCCCATATAAGCATTCAATCAGTGTAACTTGCAAAATGCATAAACATCCG ACAGTTTGAATTTATAGTGTTGATGGAAGAAATCATTTTTAATGTGTACTGTAAAACUG AAATACTCAGGAGCTGAGTGAATATGT Sequence 5659: Found in Patent publication WO00/37634.t10 GCCCCCCCTCGGAAGTCUCTAGNATTAATTAACGCGGGTTTACATACAGATGGCAAACT SEQ ID NO:7 TCATTTCCTTTTCTCTAATGCAACAAGGTCATCCCAAGATCAGGCTTCCTTCAGTTTC TGTGGTAAGTAGTGATGGACACTTATGGAGTTTTCAGAGACTTATGCATTGGGTAACAAG GCACTGCAAGAAACCCCAGATAGCACAGCATCATCTCACATTACACCACATCACATCAA CATCGATGCTAGGAGGTCTAAAGCTGATGCCACCTTCAGAGCTGCAAGTATCCAAAAGAC TCCACTCATGACACCAGCTCACTCCTGAGTCACATCAGCCCCTTTCAGAGTCACAGCCCC AGAACTAAGGCTATCCATATGGGTTGATTATAAAATCCAAAAAGCAGCTCCAAATATTAG AAACACTTATTTGTCTGGCAGACACATTCCCTAATTTAAAGCCTCTTATACTGTGCTTAA AAATATTCAACAGTCTTAGCAAAATGACAAAATAAACAGGTAGCAGCCATGGGGTGGGCA GGGTAAGGTGGCGTTGAAAGAAAAGGCATTTAGCAAGGTAAGTAGAGAGTGCTGATGG Sequence 5660: Found in Patent publication WO00/43420.8 CCGGGCCCCCCCTCGAAATACTTCTAGNATTAATTAACGCGGGGGGGGAAGCCATCTGCC SEQ ID NO:8 TTCGAGCCTGCCACTGAAATGCAAAAGTCTGTCCCAAATAAAGCCTTGGAATTGAAAAAT GAACAAACATTGAGAGCAGATGAGATACTCCCATCAGAATCCAAACAAAAGGACTATGAA GAAAATTCTTGGGATACTGAGAGTCTCTGTGAGACTGTTTCACAGAAGGATGTGTGTTTA CCCAAGGCTGCGCATCAAAAAGAAATAGATAAAATAAATGGAAAATTAGAAGGGTCTCCT GTTAAAGATGGTCTTCTGAAGGCTAACTGCGGAATGAAAGTTTCTATTCCAACTAAAGCC TTAGAATTGATGGACATGCAAACTTTCAAAGCAGAGCCTCCCGAGAAGCCATCTGCCTTC GAGCCTGCCATTGAAATGCAAAAGTCTGTTCCAAATAAAGCCTTGGAATTGAAGAATGAA CAAACATTGAGAGCAGATGAGATACTCCCATCAGAAATCAAACAAAGGACTATGAAGAAA GTTCTTGGGATTCTG Prepatent Sequences from cMhqaj library Sequence 10524: Found in Patent publication WO99/09168 ACAGTTCATAAGGCCTTTGTCATTGTTAGTCACCTTCGATGTGAATATCAGTAGGGCCAT SEQ ID NO:9 TAAATTAAAGCTGGCCTAAAAAGTTTTCAAAGTGCTACTGTTTCCAACTGATGAAATCTT CAGTTTTCTGGATTTTCTGGGTGACGATTATTTTCAATTCTTTTTTTCTGGTGATATATA CAAGAAGTTATAGCAGATATATAAAGGGAAGATCAGAAGCCTGCTGTCCAAGTTCATCAC CACTTGTTCCTGATCCTTTTCAAGTGTAAGTATTTGATAGCCAGTTGTTCTACTACATAT TAGTTTTCCACTACTATCAAAAGAAGCCAACGTAATCTAAATGCTATGCTCCTTCGAGG CTGTAAACTGACAGATCCGCTACATGGCTGATTCAGTGTATTGCGTTTGAAAATGATGTA TCGATTGGTGTAAGTTACAAGTAGGTCGAAGCCGAAGTTAAAACCTGTCCAACGCCAGCA GTATTCACCATCTTTGGCAAGCTTTCTACCACACCTCATGCTGTTTCCCTCTAGTTTCTT CTTTATTGATUCTTGAGGCCCCACCTCACTGTCCTGTTCTGCCCGGAGCATAGCAAACC ACTGCTGTTTATACACAGAAGANGAGCCATTCTTGAAAGGNACCTCCGGCCCGTCTAGAA CTAGGTGGAATCCCCCCG Sequence 10525: Found in Patent publication WO00/20590.13 CCNCCGCGGGGGCGGCCGAGGTNCCTTNCATTGGATTGTCCATGGNGCATCGCTTTAGCA SEQ ID NO:10 AGCGGCGTGACTCTCCACTGCCCGTCATCTTGGCCAATATCTATCTGCTGGTTCCTCCTG TGCTCAACCCAATTGTCTATGGAGTGAAGACAAAGGAGATTCGACAGCGCATCCTTCGAC TTTTCCATGTGGCCACACACGCTTCAGAACCCTAGGTGTCAGTGATCAAACTTCTTTTCC ATTCAGAGTCCTCTGATTCAGATTTNAATGTTAACATTGTGGAAGACAGTNTTCANAAAA Page 3/3 AAAATTTCCTTAATAAAAATACAACTCANATCCTTCAAATATGAAACTGGTTGGGGAATC TCCATTTTTTCAATANTATTTNCTTCTTNGNNNNCNTGCTACATATAA11ATTAATACCC TGACTAGGTTGNGGTTGGANGGTTATTACTTTTGATACCATGCAGTCCAAATCTAAACT GCTTCTACTGATGGTTTACAGCATTCTGAGATAAGAATGGTCATCTAGAGAACATTTGCCAA Sequence 10526: Found in Patent publication WO00/18916.893 ACTCCACCGCGGTGGCGGCCGNGGTACCATGGTACAAACCAGCATGCCGGGNAACACTTG SEQ ID NO:11 TCCTCTGTTTGCCTCAAATAAAGATTATTAGTGCTGGGCACAAGTATATGGAACCTCTGC AGGAGATTCCATTTGTTATCCCACGACCCATCCTTGAAGAAGGTGATGCTTTTCCTTGGA CGATCAGCTTGCATAATTTCAGCATATATACCCTTCTTGGAAAACAAGTGACACTTTGCC TAGTGGAACCTATGGGTTGCACCTCCACTCTAGCTGTCACGTCTCAAAAACTGCTTGCTA CGGGACCTGATACACGACATTCATTTGTTGTCTGTCTCCATGTTGACCTAGAGTCACTAG AGATAAAATGCTCTAATCCCCA Sequence 10527: Found in Patent publication WO00/29422.34 CCGCGGTGGCGGCCGAGGTACCTCCAGNACAGGNAGGATCTGCCAGTTACTACUGGAAC SEQ ID NO:12 CTCCTCCCUCTCTCTTCCCTGTATGATGTATTTTCTTTCATGGCTTAGTGGTAGCTCAA AGCTCAAGGTGACCAGAATGATTCCCTTACAGCAGTGGUCCCAAACATTGATGTGCAAC AGAACAACTTGGGTAGTUGTAGAAAGGGCAGATTTCCTGGCCCTATTCCCAGAGATTCG GAATTAGTAGGTTTGAGGTGGGGCCCAGGAATCTGCACTCAAATGTGCTACTCTCAGGAT CTGACCTAAGGGGCCTTTCATATGTGGCCCCCTTTCCTCACCGGAGGACATAAGTGCATC ACACAAACCTCTTGCTGTGGGCACTTCCTTTGGGGTTAAAAATGGGACCATTTGATTAAG GCAACCATTGCTAACCATCTTACTTCCCTGGGCTGGAGAAATATCAATGTCACATTTTA TGTTCTTAAATCTCAGGGCCACAGATTTCCTTTGACAATGACATGCTCTGTAACATGAA ATTTATATCCTAAAGCCTTTTGTCCTTCCTTCTT Sequence 10528: Found in Patent publication WO00/29583.35 ACAGGTCCCCGGAGGCATCCTGGCTGGGTGGGAAGTTTCTGGCGGTCACGCCCTGTCCGC SEQ ID NO:13 TTTCGCTCCAGGTCACACTGAGTGGCTCCTGGGGGAAGAAGCCCTGGACCAGGCAGGCGA TGACCACGTTCCCATCTGGCTGGGTGCTGCAGAGGCTCAGCGGGAAGACCTTGGGGCTGG TCGGGGATGCTGAGGAGACGGTGACCAGAGTTCCCTGGCCCCAGGGGTCAATCGACTGTT CGTCAAAATACTCGGCTTTTGCCGCACAGTGATATAGAGCCGTGTCTGCAGCGGTCACAG AGGTCAACTTCAGGGAGAACTGATTCTTGGACGTGTCAAAGGACATGGTGACTCGACTCT TGAGGGACGGGTTGTGGAAAATACTCCCATAATATGCGATGGTCCCAACCCACTCCAGGC CCTTCCTTGGGGGGCTTGGCNGNATCCACCCCCANAAGGAACCACTACTGGTAATGGANA CACCANANACANTGCAAGTGANGGACANGGTCTNCNAAGGCTTNACCANTCCTGGG Prepatent Sequences from cMhqal library Sequence 11616: Found in Patent publication WO99/64576 ACCTTTTTTTTTTTTTTTTTTTTTTTGGGGAAGGGGGGGTAAACCCAAAACCCTTTTTAA SEQ ID NO:14 ATGGGGGGGTTTTTTAACCCCCACATGGGGGGAAAAATTTTTACCCTTTTTAAAAAGGTT TTTTCCAAAGGCAAAAAAAACTTTCCTTTTTTGAACAAAATTAAATTTCAAAGGGGGTT TTAAGGGGTTTTGGGGCCAAATTAAAAGGGAAACAAAATTTTTTTTTGAAAAACCATTT TTCACCAGGGTGGGGGGGTTTGCCCC Sequence 11617: Found in Patent publication WO00/18916.629 ACGCGGGGTGGGAAATAAATCAGGGCGGCCTTTGGCATTTCACAGGCATAACTCCTCTAT SEQ ID NO:15 TCTTCTGCTGCAAATTTAGAGCTTACAAGATGCTAATGGCACCTCAGTTTCCAGGATAGT CTCTGCAGACTGCTTTCACTCAGCAGGCTTCCTTTCATGATGGCTGCCAGTAACAGCTAC CCCTCATTTACATCCAGCAGAGATGAGGGGTATCTCTTCGGGGAGTTCGTGCAAAAAAAA GCAAGAAAAGCTGAAATCTTCTCACTTCAAAGGAATGGCACATGACAGCACTTAGCCAATA

[0385] TABLE 3A Liver Mets GI|2166979 GI|2955793 GI|2432430 GI|2617817 GI|2111406 GI|1192046 GI|2179508 GI|771572g GI|1379503 GI|3154368 GI|2159454 GI|2994907 GI|3149107 GI|3001978 GI|2183756 GI|1548168 GI|2177373 GI|816068g GI|2179345 GI|3405896 GI|2525281 GI|831676g GI|1102589 GI|1182737 GI|3231129 GI|1212669 GI|2111121 GI|2618146 GI|1023769 GI|2657287 GI|1792569 GI|2110926 GI|2159071 GI|890830g GI|2839089 GI|2714531 GI|1472203 GI|2051032 GI|1886979 GI|2240463 GI|4110658 GI|2945934 GI|1496296 GI|1486874 GI|2165555 GI|2713314 GI|1719469 GI|1196234 GI|1436888 GI|1471250 GI|2142138 GI|2217195 GI|3070014 GI|2155679 GI|3147260 GI|1009937 GI|891744g GI|1218594 GI|2053778 GI|2189568 GI|2216635 GI|2141183 GI|1692160 GI|2219395 GI|2107186 GI|767048g GI|885481g GI|1064170 GI|3240393 GI|2241054 GI|2835208 GI|2178011 GI|1687643 GI|835476g GI|1679074 GI|2631015 GI|891548g GI|2178341 GI|1925386 GI|2968058 GI|883043g GI|2115783 GI|2214433 GI|2541504 GI|3230029 GI|656953g GI|1231112 GI|2617430 GI|1687588 GI|869870g GI|673514g GI|2954944 GI|2215024 GI|2569563 GI|697470g GI|2167419 GI|2070642 GI|1751182 GI|3869944 GI|1198084 GI|865164g GI|2112377 GI|3181670 GI|821229g GI|4124377 GI|3231778 GI|789775g GI|967342g GI|2432144 GI|1634222 GI|1741729 GI|958710g GI|694526g GI|2177487 GI|3700837 GI|1147099 GI|1544421 GI|3182593 GI|2718216 GI|3031088 GI|1697431 GI|1224880 GI|1940891 GI|675043g GI|3154160 GI|3203959 GI|2166602 GI|2631056 GI|1182504 GI|3058536 GI|1211438 GI|1191963 GI|2432803 GI|1697746 GI|3057539 GI|2930110 GI|2834575 GI|2703567 GI|5054970 GI|1764615 GI|1188883 GI|839785g GI|2107859 GI|3239652 GI|759218g GI|2184225 GI|1398641 GI|1271153 GI|2524189 GI|3230283 GI|3162085 GI|1319591 GI|717200g GI|2179534 GI|2138791 GI|2177884 GI|2834870 GI|892219g GI|3190810 GI|985443g GI|1231416 GI|2185067 GI|3094650 GI|2834950 GI|3182061 GI|2955433 GI|1670627 GI|1520983 GI|2968580 GI|2107862 GI|2715060 GI|1426069 GI|1042590 GI|919369g GI|2537954 GI|2141192 GI|1733156 GI|1435274 GI|1919792 GI|1689729 GI|1549730 GI|3232370 GI|685981g GI|2216792 GI|1329704 GI|1124481 GI|2051509 GI|2957943 GI|1695573 GI|2835197 GI|2209964 GI|861690g GI|2839059 GI|2206902 GI|2106972 GI|1152351 GI|704523g GI|994995g GI|680496g GI|3413101 GI|1149200 GI|1773895 GI|2955292 GI|1312710 GI|1047231 GI|2155757 GI|3154742 GI|1319036 GI|1188649 GI|3215096 GI|2185559 GI|2100543 GI|2524970 GI|2969813 GI|1426013 GI|2077802 GI|1748319 GI|1785305 GI|4124202 GI|1859553 GI|3058260 GI|2703544 GI|1016909 GI|1157469 GI|3116842 GI|2191680 GI|2538277 GI|2557019 GI|3048520 GI|751040g GI|2718954 GI|1860336 GI|813202g GI|1694462 GI|1109117 GI|2229975 GI|1269934 GI|2218334 GI|2165947 GI|880662g GI|1502260 GI|2524934 GI|1389303 GI|1426093 GI|2630541 GI|1068723 GI|1698017 GI|2101007 GI|1118736 GI|2204485 GI|2112539 GI|1099415 GI|1685895 GI|3231631 GI|2955952 GI|2106462 GI|666684g GI|2185500 GI|1109119 GI|2220971 GI|1190314 GI|2432100 GI|3173567 GI|2103515 GI|900124g GI|891906g GI|2240425 GI|2163639 GI|2178961 GI|2229773 GI|1156914 GI|2155634 GI|1426474 GI|2214720 GI|994204g GI|874758g GI|3151403 GI|2215333 GI|1776165 GI|2183390 GI|1057622 GI|3190867 GI|1137533 GI|2556872 GI|2077689 GI|882949g GI|1328950 GI|4148131 GI|2214845 GI|3181720 GI|815062g GI|1271101 GI|1791370 GI|2080358 GI|1313788 GI|713327g GI|1026014 GI|3069635 GI|782116g GI|1625747 GI|1212234 GI|1753559 GI|3250604 GI|2945645 GI|2713337 GI|857060g GI|1615592 GI|1740942 GI|1153038 GI|2056563 GI|2165924 GI|771553g

[0386] TABLE 3B Bone Mets GI|2166979 GI|2112539 GI|1109117 GI|2557019 GI|994995 GI|1192046 GI|2077802 GI|1218594 GI|2101007 GI|2552195 GI|2159454 GI|1860336 GI|1633650 GI|659253 GI|3231631 GI|1792569 GI|3058260 GI|2219395 GI|2185067 GI|2215024 GI|2713314 GI|1426069 GI|1099415 GI|1389303 GI|2103515 GI|1548168 GI|2141183 GI|666684 GI|3173567 GI|2111406 GI|2714531 GI|2718954 GI|1182737 GI|2617817 GI|1109119 GI|3162085 GI|2191680 GI|2432100 GI|2141166 GI|3405896 GI|673514 GI|831676 GI|2115783 GI|891906 GI|2969813 GI|4110658 GI|3232370 GI|2189568 GI|2215333 GI|2839089 GI|2142138 GI|2834575 GI|1191963 GI|2179345 GI|3147260 GI|2525281 GI|1068723 GI|2185559 GI|2958792 GI|2183390 GI|2631015 GI|1190314 GI|1520983 GI|1685895 GI|2240463 GI|3203959 GI|3001978 GI|1149200 GI|1269934 GI|2107186 GI|767048 GI|3153990 GI|2159071 GI|2618146 GI|1064170 GI|1748319 GI|3174796 GI|2631056 GI|985443 GI|1679074 GI|2216635 GI|810869 GI|1544421 GI|2051032 GI|2657287 GI|2184225 GI|1472203 GI|1692160 GI|1687646 GI|697470 GI|1009937 GI|2161827 GI|1733156 GI|1486874 GI|2080358 GI|2835208 GI|3094650 GI|2214433 GI|2218334 GI|2432430 GI|656953 GI|865164 GI|2178341 GI|2432803 GI|2538277 GI|1231416 GI|1157469 GI|3149107 GI|2155679 GI|1634222 GI|1147099 GI|2217195 GI|2524189 GI|3240393 GI|3700837 GI|2167419 GI|2945934 GI|2524970 GI|2138791 GI|908122 GI|3231778 GI|1719469 GI|1751182 GI|2835197 GI|2432144 GI|1212669 GI|885481 GI|1398641 GI|2206902 GI|3057539 GI|1741729 GI|1042590 GI|2994907 GI|2053778 GI|890830 GI|2955793 GI|891548 GI|1687588 GI|2541504 GI|1764615 GI|1697431 GI|2179508 GI|3181670 GI|2183756 GI|3230283 GI|2177373 GI|2839059 GI|3182593 GI|3869944 GI|771553 GI|1211438 GI|2954944 GI|694526 GI|1379503 GI|2056264 GI|2930110 GI|2070642 GI|1940891 GI|3155289 GI|3190867 GI|2177884 GI|789775 GI|1925386 GI|5339519 GI|2537954 GI|2165555 GI|3070014 GI|2107859 GI|675043 GI|869870 GI|816068 GI|2178011 GI|1271153 GI|685981 GI|2230309 GI|1231112 GI|2166602 GI|1313788 GI|2177487 GI|873369 GI|1152351 GI|891744 GI|717200 GI|2189501 GI|1471250 GI|2112377 GI|679658 GI|1678709 GI|1697746 GI|2115520 GI|2111121 GI|839785 GI|1023769 GI|1647035 GI|1385053 GI|2703544 GI|1319591 GI|1319036 GI|1859553 GI|2825465 GI|2229975 GI|771572 GI|3154368 GI|1740540 GI|3215096 GI|883043 GI|1502260 GI|2207688 GI|1436888 GI|1426013 GI|2955433 GI|1670627 GI|919369 GI|673670 GI|2718216 GI|2715060 GI|861690 GI|1694462 GI|3239652 GI|3413101 GI|2141192 GI|2703567 GI|3802401 GI|3190810 GI|4148131 GI|994204 GI|1886979 GI|835476 GI|1016909 GI|2968058 GI|2110926 GI|2155757 GI|2957943 GI|1919792 GI|3057621 GI|1188883 GI|1698017 GI|1496296 GI|680496 GI|2630541 GI|1549730 GI|2617430 GI|2955292 GI|676255 GI|2959188 GI|2106462 GI|2051509 GI|1558941 GI|3048520 GI|751040 GI|1124481 GI|2524934 GI|4124377 GI|1188649 GI|2184557 GI|2209964 GI|2100543 GI|2569563 GI|3058536 GI|2204485 GI|3087302 GI|3154742 GI|1687643 GI|1182504 GI|2220971 GI|3182061 GI|1211001 GI|3116842 GI|1615592 GI|782116 GI|1153038 GI|3231129 GI|823208 GI|2216521 GI|2056563 GI|1785305 GI|1740942 GI|2229773 GI|3069635 GI|1759218 GI|821229 GI|2155634 GI|1426474 GI|2214720 GI|2216792 GI|2240425 GI|854768 GI|4089551 GI|1329704 GI|3151403 GI|3090156 GI|2177338 GI|774407 GI|2968580 GI|1047231 GI|1776165 GI|1226962 GI|2220444 GI|4124202 GI|2207710 GI|5054970 GI|1694027 GI|1694133 GI|1317334 GI|3174317 GI|2163639 GI|1156914 GI|2214845 GI|1328950 GI|2704667 GI|3181720 GI|2077689 GI|1474363 GI|2167664 GI|4195611 GI|1271101 GI|1044095 GI|2178961 GI|1274863 GI|954437 GI|1063766 GI|3096732 GI|1026014 GI|1212234 GI|2713337

[0387] TABLE 3C Nodes 1 GI|2106361 GI|4006671 GI|2553160 GI|2631921 GI|1472123 GI|1298130 GI|1404003 GI|1922030 GI|943035g GI|2217285 GI|3178079 GI|1229554 GI|2557242 GI|3961758 GI|3232314 GI|1382386 GI|2553060 GI|2656653 GI|2557593 GI|3173606 GI|681271g GI|1577585 GI|2069141 GI|1448676 GI|2064231 GI|2969281 GI|2059017 GI|1241603 GI|2834698 GI|1751065 GI|877158g GI|1057558 GI|848553g GI|1383953 GI|2968300 GI|1265737 GI|3148404 GI|2177973 GI|981453g GI|838420g GI|2899640 GI|3152269 GI|2569897 GI|2987201 GI|709617g GI|3959340 GI|2631907 GI|2079740 GI|3154137 GI|3001900 GI|685371g GI|1102303 GI|1521981 GI|2552522 GI|1225127 GI|2140473 GI|1056127 GI|667189g GI|2216791 GI|1392194 GI|2166568 GI|1227608 GI|2215243 GI|2191425 GI|2180221 GI|2969700 GI|944711g GI|2064295 GI|2569306 GI|1238679 GI|884771g GI|1212669 GI|2219302 GI|1547621 GI|2141509 GI|3539498 GI|654424g GI|898562g GI|1269949 GI|2216133 GI|1670891 GI|2180437 GI|1379214 GI|2077417 GI|1760440 GI|1264955 GI|3190456 GI|3148748 GI|815244g GI|690558g GI|5339928 GI|3151560 GI|2458026 GI|750595g GI|1231416 GI|2220485 GI|2191830 GI|4075718 GI|3240739 GI|1523377 GI|1926106 GI|814695g GI|824339g GI|1390477 GI|2657925 GI|756035g GI|2215228 GI|1218283 GI|1046649 GI|1422713 GI|1271799 GI|1548284 GI|3190819 GI|863689g GI|675350g GI|2963453 GI|2215501 GI|1779210 GI|3155125 GI|4113151 GI|5439783 GI|1470749 GI|1920287 GI|869327g GI|1162368 GI|2553411 GI|1137549 GI|3801103 GI|3147004 GI|3182593 GI|2630554 GI|1721784 GI|2186050 GI|3214861 GI|2079775 GI|2837490 GI|2617972 GI|4110658 GI|2945739 GI|2969182 GI|661912g GI|4175726 GI|2541504 GI|3231142 GI|676493g GI|1400607 GI|873946g GI|883261g GI|1013005 GI|3134705 GI|2617817 GI|1321069 GI|727760g GI|876628g GI|5055283 GI|690326g GI|1447936 GI|2111484 GI|1219947 GI|1123323 GI|2569781 GI|3190867 GI|1940891 GI|900410g GI|1188883 GI|2557323 GI|3092851 GI|2100274 GI|3172991 GI|2618186 GI|883043g GI|2189627 GI|2167780 GI|2538171 GI|1577716 GI|1921238 GI|2552715 GI|3214705 GI|1004992 GI|759814g GI|1312849 GI|2839303 GI|4124063 GI|2217845 GI|4087432 GI|880657g GI|870604g GI|1693580 GI|2834870 GI|1447862 GI|1049931 GI|2184225 GI|810117g GI|1523633 GI|2166979 GI|2191228 GI|2834591 GI|2214958 GI|1099880 GI|3133534 GI|2987845 GI|2113033 GI|2955952 GI|746925g GI|3049733 GI|1741823 GI|1329704 GI|3179034 GI|2069690 GI|2835208 GI|1167095 GI|3177937 GI|4006803 GI|815357g GI|2945715 GI|2215669 GI|990464g GI|2841668 GI|2106945 GI|1728255 GI|1734698 GI|958710g GI|2432536 GI|923067g GI|2217431 GI|2107116 GI|2183553 GI|2552630

[0388] TABLE 3D Nodes 2 GI|2159454 GI|1502260 GI|1486874 GI|1697746 GI|1925386 GI|2166979 GI|1231416 GI|2051032 GI|2178341 GI|3190839 GI|1192046 GI|789775g GI|885481g GI|2432144 GI|985443g GI|2525281 GI|3154742 GI|1685895 GI|1224560 GI|1779952 GI|1792569 GI|675043g GI|2432430 GI|839785g GI|1426069 GI|1212669 GI|1697431 GI|3182593 GI|882836g GI|1109119 GI|1548168 GI|2955793 GI|3182061 GI|3000750 GI|697470g GI|1149200 GI|2214433 GI|1544538 GI|1544421 GI|986104g GI|2714531 GI|3148463 GI|2524934 GI|1319036 GI|831641g GI|2713314 GI|1472203 GI|673670g GI|2631056 GI|2524970 GI|4110658 GI|1520983 GI|2240463 GI|666684g GI|3057539 GI|3231778 GI|2930110 GI|1389303 GI|680496g GI|1064170 GI|2432100 GI|2834575 GI|3230015 GI|1436888 GI|2541504 GI|2835208 GI|1496296 GI|2718954 GI|1044095 GI|1156914 GI|2167419 GI|2106462 GI|1719469 GI|959821g GI|3070014 GI|1549730 GI|2955433 GI|2191680 GI|2220971 GI|3151403 GI|2631015 GI|2715060 GI|2056264 GI|4077581 GI|2617817 GI|1687646 GI|1271153 GI|2106972 GI|2618146 GI|2214845 GI|767048g GI|2180417 GI|1211438 GI|3173567 GI|2986424 GI|2155757 GI|1319591 GI|2100274 GI|751040g GI|3154160 GI|1147099 GI|1210223 GI|892706g GI|2657287 GI|2183390 GI|2209964 GI|2217431 GI|2630541 GI|2432235 GI|2240940 GI|869870 GI|2185559 GI|3069635 GI|3214705 GI|2838269 GI|1741729 GI|1751182 GI|1398641 GI|1099415 GI|3190867 GI|2216635 GI|717200g GI|694526g GI|2100543 GI|1238840 GI|1152351 GI|1471250 GI|3215096 GI|2969813 GI|2240425 GI|673514 GI|891548g GI|1940891 GI|2835197 GI|2458143 GI|656953 GI|4124210 GI|3869944 GI|2215460 GI|2178011 GI|2954944 GI|2177373 GI|2955292 GI|774407g GI|2185500 GI|1009937 GI|3178750 GI|2101007 GI|2056809 GI|2188816 GI|2159071 GI|2141183 GI|2217195 GI|3241587 GI|2142013 GI|3162085 GI|2538277 GI|3058260 GI|2969477 GI|2107862 GI|2138791 GI|2184225 GI|2185067 GI|2216521 GI|2631622 GI|1188883 GI|1496324 GI|2656603 GI|2051509 GI|1047501 GI|1191963 GI|2155634 GI|2569298 GI|3181670 GI|5054970 GI|2142138 GI|1687643 GI|994204g GI|2111087 GI|1694133 GI|1124481 GI|2657687 GI|1269934 GI|1764615 GI|3181720 GI|2569563 GI|1068723 GI|2111121 GI|2077711 GI|2839059 GI|1670627 GI|891744g GI|2703544 GI|816068g GI|1297931 GI|831676g GI|2703567 GI|2718216 GI|2957943 GI|1186402 GI|3203959 GI|883043g GI|1692160 GI|3230283 GI|1748319 GI|2229975 GI|865164g GI|1329704 GI|3413101 GI|2053778 GI|1426093 GI|2617430 GI|771572g GI|1124600 GI|2103515 GI|1694462 GI|2077802 GI|2115783 GI|2177487 GI|2945645 GI|2141192 GI|2107859 GI|3230629 GI|2112377 GI|3231631 GI|2155679 GI|2218904 GI|880662g GI|1109117 GI|890830g GI|2524189 GI|1231112 GI|2945934 GI|685981g GI|958978g GI|2112539 GI|3190825 GI|1118450 GI|2070642 GI|2206902 GI|1042590 GI|1425855 GI|1190314 GI|1218594 GI|1016909 GI|3232370 GI|2179508 GI|1224626 GI|3153990 GI|2557019 GI|2166602 GI|861690g GI|2184570 GI|1070800 GI|984989g GI|3405896 GI|2215024 GI|2994907 GI|2189568 GI|900124g GI|2177884 GI|883033g GI|3149107 GI|3240393 GI|3094813 GI|2229773 GI|2141241 GI|2538171 GI|3239652 GI|1203526 GI|2189441 GI|4124202 GI|2162333 GI|1634222 GI|2107017 GI|2703845 GI|2141904 GI|2111406 GI|835476g GI|2220543 GI|2210367 GI|2955952 GI|2216356 GI|1859553 GI|2524458 GI|3163643 GI|1775317 GI|2107186 GI|1063766 GI|3094650 GI|2207710 GI|1886979 GI|2620691 GI|1182504 GI|815372g GI|2220023 GI|1919792 GI|657198g GI|875862g GI|2836273 GI|1271101 GI|1157469 GI|2178571 GI|659417g GI|1153038 GI|2432803 GI|679658g GI|1698017 GI|766634g GI|1496524 GI|2188377 GI|2216133 GI|2215333 GI|781747g GI|2184103 GI|2080614 GI|2204485 GI|815330g GI|1489578 GI|3048520 GI|3182434 GI|3432904 GI|1615592 GI|2716905 GI|2057038 GI|1493108 GI|854768g GI|2064562 GI|2100083 GI|1190804 GI|3087302 GI|4124063 GI|3250604 GI|2703053 GI|1733156 GI|1118736 GI|2618096 GI|900225g GI|1647035 GI|2167664 GI|1558941 GI|874858g GI|3202922 GI|1547995 GI|664308g GI|1379503 GI|3016666 GI|1689729 GI|2077689 GI|2177973 GI|759218g GI|1423619 GI|2110926 GI|986432g GI|1426013 GI|1776165 GI|1860336 GI|2106439 GI|994995g GI|1548308 GI|2158953 GI|2834557 GI|1229241 GI|1751134 GI|2184081 GI|1928812 GI|2155834 GI|1471634 GI|2216792 GI|1426474 GI|2191425 GI|2620979 GI|2220064 GI|1023769 GI|1792305 GI|4124377 GI|1182737 GI|2702889 GI|2210002 GI|1099787 GI|3230029 GI|2179345 GI|4195611 GI|1920153 GI|3870010 GI|919369g GI|869327g GI|2702845 GI|3190810 GI|2556872 GI|1026014 GI|3700837 GI|2525287 GI|901787g GI|3116842 GI|1328950 GI|1298130 GI|757275g GI|2214720 GI|824112g GI|2179534 GI|3181309 GI|1687588 GI|874758g GI|2945212 GI|1124612 GI|2219395 GI|2103505

[0389]

0 SEQUENCE LISTING <160> NUMBER OF SEQ ID NOS: 16 <210> SEQ ID NO 1 <211> LENGTH: 601 <212> TYPE: DNA <213> ORGANISM: Homo sapiens <220> FEATURE: <221> NAME/KEY: misc_feature <222> LOCATION: 10 <223> OTHER INFORMATION: n = A,T,C or G <400> SEQUENCE: 1 cccccctcgn gagtacttct agaattaatt aacgcggggt ccattctgcg cagtatctca 60 actgccgttc aacaatcgca agaggaaggt ggagcaggtt tcttcatctt acagttgaga 120 aaacagagac tcagaagggc ttcttagttc atgtttccct tagcgcctca gtgatttttt 180 catggtggct taggccaaaa gaaatatcta accattcaat ttataaataa ttaggtcccc 240 aacgaattaa atattatgtc ctaccaactt attagctgct tgaaaaatat aatacacata 300 aataaaaaaa tatatttttc atttctattt cattgttaat cacaactact tactaaggag 360 atgtatgcac ctattggaca ctgtgcaact tctcacctgg aatgagattg gacactgctg 420 ccctcatttt ctgctccatg ttggtgtcca tatagtactt gattttttat cagatggcct 480 ggaaaaccca gtctcacaaa aatatgaaat tatcagaagg attatagtgc aatcttatgt 540 tgaaagaatg aactacctca ctagtagttc acgtgatgtc tgacagatgt tgagtttcat 600 t 601 <210> SEQ ID NO 2 <211> LENGTH: 602 <212> TYPE: DNA <213> ORGANISM: Homo sapiens <220> FEATURE: <221> NAME/KEY: misc_feature <222> LOCATION: 24 <223> OTHER INFORMATION: n = A,T,C or G <400> SEQUENCE: 2 gccccccctc ggaagtcttc tagnattaat taacgcgggg ggaaagcctt cagtcctttc 60 tgtttctttc aactacgtga aaggattcac agtggagaaa gaccctgtaa gataattggc 120 tttaaattac gagagacttg tgataggaca gtaaaaccta gagttggagt tggatctctg 180 gattgtgtta tgtcagtgtt ggtaggttag gaactagatt tcccagaatc cattccattt 240 gtgattccat gatacaattc accagtaacc tatcttacat gagattcgga agtaagttaa 300 gaaggcatta gtcatggttt ggaagcacca tacagggaga cagctgtgtg aatacaggct 360 gtatggacac ttgcttccat cccattttcc tgcttctttg ggttgccaat caagagtatc 420 ctcaaaacga cttgacttta attttctcgg aggtgatagg cttccacaca ggtctccaga 480 agccctgcat tgaatatcca tccacacttt ggttttcctt cagacattat tatgtctgta 540 ctaggcaact aattcagact gtcctggttg ggaatattct gtgatgctct gactccccta 600 gt 602 <210> SEQ ID NO 3 <211> LENGTH: 599 <212> TYPE: DNA <213> ORGANISM: Homo sapiens <400> SEQUENCE: 3 cgggcccccc ctcggaagtc ttctagaatt aattaacgcg gggggagcgg gcgagcggag 60 ttagcagggc tttactgcag agcgcgccgg gcactccagc gaccgtgggg atcagcgtag 120 gtgagctgtg gccttttgcg aggtgctgca gccatagcta cgtgcgttcg ctacgaggat 180 tgagcgtctc cacccagtaa gtgggcaaga ggcggcagga agtgggtacg caggggcgca 240 aggcgcacag cctctagacg actcgctttc cctccggcca acctctgaag ccgcgtccta 300 ctttgacagc tgcagggccg cggcctggtc ttctgtgctt caccatctac ataatgaatc 360 ccagtatgaa gcagaaacaa gaagaaatca aagagaatat aaagaatagt tctgtcccaa 420 gaagaactct gaagatgatt cagccttctg catctggatc tcttgttgga agagaaaatg 480 agctgtccgc aggcttgtcc aaaaggaaac atcggaatga ccacttaaca tctacaactt 540 ccagccctgg ggttattgtc ccagaatcta gtgaaaataa aaatcttgga ggagtcacc 599 <210> SEQ ID NO 4 <211> LENGTH: 618 <212> TYPE: DNA <213> ORGANISM: Homo sapiens <220> FEATURE: <221> NAME/KEY: misc_feature <222> LOCATION: 33 <223> OTHER INFORMATION: n = A,T,C or G <400> SEQUENCE: 4 gtaccgggcc cccccctcgg aaatacttct agnattaatt aacgcgggtg aagaaaaaaa 60 acgacttgag gaaaaacaaa gagcagcccg caaaaacagg tccaagtcag aagaggactg 120 gaagacgagg tggttccatc aaggtcctaa tccctacaat ggagcacagg actggattta 180 ctctggcagc tactgggaca gaaattactt caatttgcct gacatttatt aaaatgcata 240 caagtcaggg tgtttggcta atctacaaat aagtcttaaa cctatgtttt taaatttttt 300 tcccttggtt tctacttatc ttttaaaaaa aaaatgaaaa aacactcatg agataactgc 360 atttcaccca acaaaagcag ggtataaggc gatattggtg atgaaagtct taggaaaaat 420 gcataatttt gctataaaat gtacttattt ggaatactat tttatataga ggtaagagaa 480 cactgctggg gaatatgctt tttatggttg ctgttgccat atttactgaa ggtttatacc 540 taaatgtaac tttagcttta tggaactata tagtaatccc aaatcaagtt attttgaata 600 tttttatgct gtcatgct 618 <210> SEQ ID NO 5 <211> LENGTH: 245 <212> TYPE: DNA <213> ORGANISM: Homo sapiens <400> SEQUENCE: 5 atgctgcacc aactgtatcc atcttcccac catccagtga gcagttaaca tctggaggtg 60 cctcagtcgt gtgcttcttg aacaacttct accccaaaga catcaatgtc aagtggaaga 120 ttgatggcag tgaacgacaa aatggcgtcc tgaacagttg gactgatcag gacagcaaag 180 acagcaccta cagcatgagc agcaccctca cgttgaccaa ggacaagttt gaacgacata 240 acagc 245 <210> SEQ ID NO 6 <211> LENGTH: 567 <212> TYPE: DNA <213> ORGANISM: Homo sapiens <400> SEQUENCE: 6 ccgggccccc cctcggaagt cttctagaat taattaacgc gggtatattg tggcatatag 60 tcaacatgga agtagaccag ctctgctgat ttgaaattta gattttttaa attatgtact 120 ggggacaggt ttttgtcgct ttacattgct tcctagttta cagcatgatg caaatgattt 180 tctaacttag tgttaggaga aattattttc catctttaac ctcttagttg tctaagagtt 240 aaatattact gaatttcaga cgttcaaatt gatcatcaca aatcctttaa aacaattacc 300 taaaagaaac caaaaatcct gccttctttg tgggggaggg gggagagagg ggaaggaaat 360 ggaacaagtt gtgtttgtgt tagcatgtgg gtgatgtaaa cttcaaattg ggagatgttc 420 cgacccccac tcccatataa gcattcaatc agtgtaactt gcaaaatgca taaacatccg 480 acagtttgaa tttatagtgt tgatggaaga aatcattttt aatgtgtact gtaaaacttg 540 aaatactcag gagctgagtg aatatgt 567 <210> SEQ ID NO 7 <211> LENGTH: 598 <212> TYPE: DNA <213> ORGANISM: Homo sapiens <220> FEATURE: <221> NAME/KEY: misc_feature <222> LOCATION: 24 <223> OTHER INFORMATION: n = A,T,C or G <400> SEQUENCE: 7 gccccccctc ggaagtcttc tagnattaat taacgcgggt ttacatacag atggcaaact 60 tcatttcctt tttctcttaa tgcaacaagg tcatcccaag atcaggcttc cttcagtttc 120 tgtggtaagt agtgatggac acttatggag ttttcagaga cttatgcatt gggtaacaag 180 gcactgcaag aaaccccaga tagcacagca tcatctcaca tttacaccac atcacatcaa 240 catcgatgct aggaggtcta aagctgatgc caccttcaga gctgcaagta tccaaaagac 300 tccactcatg acaccagctc actcctgagt cacatcagcc cctttcagag tcacagcccc 360 agaactaagg ctatccatat gggttgatta taaaatccaa aaagcagctc caaatattag 420 aaacacttat ttgtctggca gacacattcc ctaatttaaa gcctcttata ctgtgcttaa 480 aaatattcaa cagtcttagc aaaatgacaa aataaacagg tagcagccat ggggtgggca 540 gggtaaggtg gcgttgaaag aaaaggcatt tagcaaggta agtagagagt gctgatgg 598 <210> SEQ ID NO 8 <211> LENGTH: 555 <212> TYPE: DNA <213> ORGANISM: Homo sapiens <220> FEATURE: <221> NAME/KEY: misc_feature <222> LOCATION: 28 <223> OTHER INFORMATION: n = A,T,C or G <400> SEQUENCE: 8 ccgggccccc cctcgaaata cttctagnat taattaacgc ggggggggaa gccatctgcc 60 ttcgagcctg ccactgaaat gcaaaagtct gtcccaaata aagccttgga attgaaaaat 120 gaacaaacat tgagagcaga tgagatactc ccatcagaat ccaaacaaaa ggactatgaa 180 gaaaattctt gggatactga gagtctctgt gagactgttt cacagaagga tgtgtgttta 240 cccaaggctg cgcatcaaaa agaaatagat aaaataaatg gaaaattaga agggtctcct 300 gttaaagatg gtcttctgaa ggctaactgc ggaatgaaag tttctattcc aactaaagcc 360 ttagaattga tggacatgca aactttcaaa gcagagcctc ccgagaagcc atctgccttc 420 gagcctgcca ttgaaatgca aaagtctgtt ccaaataaag ccttggaatt gaagaatgaa 480 caaacattga gagcagatga gatactccca tcagaaatca aacaaaggac tatgaagaaa 540 gttcttggga ttctg 555 <210> SEQ ID NO 9 <211> LENGTH: 678 <212> TYPE: DNA <213> ORGANISM: Homo sapiens <220> FEATURE: <221> NAME/KEY: misc_feature <222> LOCATION: 623, 641 <223> OTHER INFORMATION: n = A,T,C or G <400> SEQUENCE: 9 acagttcata aggcctttgt cattgttagt caccttcgat gtgaatatca gtagggccat 60 taaattaaag ctggcctaaa aagttttcaa agtgctactg tttccaactg atgaaatctt 120 cagttttctg gattttctgg gtgacgatta ttttcaattc tttttttctg gtgatatata 180 caagaagtta tagcagatat ataaagggaa gatcagaagc ctgctgtcca agttcatcac 240 cacttgttcc tgatcctttt caagtgtaag tatttgatag ccagttgttc tactacatat 300 tagttttcca ctactatcaa aagaagccaa acgtaatcta aatgctatgc tccttcgagg 360 ctgtaaactg acagatccgc tacatggctg attcagtgta ttgcgtttga aaatgatgta 420 tcgattggtg taagttacaa gtaggtcgaa gccgaagtta aaacctgtcc aacgccagca 480 gtattcacca tctttggcaa gctttctacc acacctcatg ctgtttccct ctagtttctt 540 ctttattgat ttcttgaggc cccacctcac tgtcctgttc tgcccgcagc atagcaaacc 600 actgctgttt atacacagaa gangagccat tcttgaaagg nacctccggc ccgtctagaa 660 ctaggtggaa tccccccg 678 <210> SEQ ID NO 10 <211> LENGTH: 544 <212> TYPE: DNA <213> ORGANISM: Homo sapiens <220> FEATURE: <221> NAME/KEY: misc_feature <222> LOCATION: 3, 23, 28, 46, 266, 291, 296, 329, 376, 382, 389, 391, 392, 393, 394, 396, 432, 440 <223> OTHER INFORMATION: n = A,T,C or G <400> SEQUENCE: 10 ccnccgcggg ggcggccgag gtnccttnca ttggattgtc catggngcat cgctttagca 60 agcggcgtga ctctccactg cccgtcatct tggccaatat ctatctgctg gttcctcctg 120 tgctcaaccc aattgtctat ggagtgaaga caaaggagat tcgacagcgc atccttcgac 180 ttttccatgt ggccacacac gcttcagaac cctaggtgtc agtgatcaaa cttcttttcc 240 attcagagtc ctctgattca gatttnaatg ttaacattgt ggaagacagt nttcanaaaa 300 aaaatttcct taataaaaat acaactcana tccttcaaat atgaaactgg ttggggaatc 360 tccatttttt caatantatt tncttcttng nnnncntgct acatataatt attaataccc 420 tgactaggtt gnggttggan ggttattact tttgatttta ccatgcagtc caaatctaaa 480 ctgcttctac tgatggttta cagcattctg agataagaat ggtcatctag agaacatttg 540 ccaa 544 <210> SEQ ID NO 11 <211> LENGTH: 382 <212> TYPE: DNA <213> ORGANISM: Homo sapiens <220> FEATURE: <221> NAME/KEY: misc_feature <222> LOCATION: 22, 52 <223> OTHER INFORMATION: n = A,T,C or G <400> SEQUENCE: 11 actccaccgc ggtggcggcc gnggtaccat ggtacaaacc agcatgccgg gnaacacttg 60 tcctctgttt gcctcaaata aagattatta gtgctgggca caagtatatg gaacctctgc 120 aggagattcc atttgttatc ccacgaccca tccttgaaga aggtgatgct tttccttgga 180 cgatcagctt gcataatttc agcatatata cccttcttgg aaaacaagtg acactttgcc 240 tagtggaacc tatgggttgc acctccactc tagctgtcac gtctcaaaaa ctgcttgcta 300 cgggacctga tacacgacat tcatttgttg tctgtctcca tgttgaccta gagtcactag 360 agataaaatg ctctaatccc ca 382 <210> SEQ ID NO 12 <211> LENGTH: 574 <212> TYPE: DNA <213> ORGANISM: Homo sapiens <220> FEATURE: <221> NAME/KEY: misc_feature <222> LOCATION: 28, 34 <223> OTHER INFORMATION: n = A,T,C or G <400> SEQUENCE: 12 ccgcggtggc ggccgaggta cctccagnac aggnaggatc tgccagttac tacttggaac 60 ctcctccctt ctctcttccc tgtatgatgt attttctttc atggcttagt ggtagctcaa 120 agctcaaggt gaccagaatg attcccttac agcagtggtt cccaaacatt gatgtgcaac 180 agaacaactt gggtagtttg tagaaagggc agatttcctg gccctattcc cagagattcg 240 gaattagtag gtttgaggtg gggcccagga atctgcactc aaatgtgcta ctctcaggat 300 ctgacctaag gggcctttca tatgtggccc cctttcctca ccggaggaca taagtgcatc 360 acacaaacct cttgctgtgg gcacttcctt tggggttaaa aatgggacca tttgattaag 420 gcaaccattg ctaaccatct tacttccctg ggctggagaa atatcaaatg tcacatttta 480 tgttcttaaa atctcagggc cacagatttc ctttgacaat gacatgctct gtaacatgaa 540 atttatatcc taaagccttt tgtccttcct tctt 574 <210> SEQ ID NO 13 <211> LENGTH: 536 <212> TYPE: DNA <213> ORGANISM: Homo sapiens <220> FEATURE: <221> NAME/KEY: misc_feature <222> LOCATION: 441, 443, 455, 479, 486, 488, 492, 502, 508, 514, 516, 524, 529 <223> OTHER INFORMATION: n = A,T,C or G <400> SEQUENCE: 13 acaggtcccc ggaggcatcc tggctgggtg ggaagtttct ggcggtcacg ccctgtccgc 60 tttcgctcca ggtcacactg agtggctcct gggggaagaa gccctggacc aggcaggcga 120 tgaccacgtt cccatctggc tgggtgctgc agaggctcag cgggaagacc ttggggctgg 180 tcggggatgc tgaggagacg gtgaccagag ttccctggcc ccaggggtca atccactgtt 240 cgtcaaaata ctcggctttt gccgcacagt gatatagagc cgtgtctgca gcggtcacag 300 aggtcaactt cagggagaac tgattcttgg acgtgtcaaa ggacatggtg actcgactct 360 tgagggacgg gttgtggaaa atactcccat aatatgcgat ggtcccaacc cactccaggc 420 ccttccttgg ggggcttggc ngnatccacc cccanaagga accactactg gtaatggana 480 caccananac antgcaagtg anggacangg tctncnaagg cttnaccant cctggg 536 <210> SEQ ID NO 14 <211> LENGTH: 266 <212> TYPE: DNA <213> ORGANISM: Homo sapiens <400> SEQUENCE: 14 accttttttt tttttttttt ttttttgggg aagggggggt aaacccaaaa ccctttttaa 60 atgggggggt tttttaaccc ccacatgggg ggaaaaattt ttaccctttt taaaaaggtt 120 ttttccaaag gcaaaaaaaa ctttcctttt ttgaacaaaa attaaatttc aaagggggtt 180 ttaaggggtt ttggggccaa attaaaaggg aaacaaaaat ttttttttga aaaaccattt 240 ttcaccaggg tgggggggtt tgcccc 266 <210> SEQ ID NO 15 <211> LENGTH: 301 <212> TYPE: DNA <213> ORGANISM: Homo sapiens <400> SEQUENCE: 15 acgcggggtg ggaaataaat cagggcggcc tttggcattt cacaggcata actcctctat 60 tcttctgctg caaatttaga gcttacaaga tgctaatggc acctcagttt ccaggatagt 120 ctctgcagac tgctttcact cagcaggctt cctttcatga tggctgccag taacagctac 180 ccctcattta catccagcag agatgagggg tatctcttcg gggagttcgt gcaaaaaaaa 240 gcaagaaaag ctgaaatctt ctcacttcaa aggaatggca catgacagca cttagccaat 300 a 301 <210> SEQ ID NO 16 <211> LENGTH: 27 <212> TYPE: DNA <213> ORGANISM: Homo sapiens <400> SEQUENCE: 16 tccggcgcgc cgttttccca gtcacga 27 

What is claimed is:
 1. A method of assessing whether a patient is afflicted with prostate cancer, the method comprising comparing: a) the level of expression of a marker gene in a patient sample, wherein the marker gene is selected from the group consisting of the marker genes listed in Tables 1-3D, and b) the normal level of expression of the marker gene in a control non-prostate cancer sample, wherein a significant increase between the level of expression of the marker gene in the patient sample and the normal level is an indication that the patient is afflicted with prostate cancer.
 2. A method for determining whether prostate cancer has metastasized in a patient, the method comprising comparing: a) the level of expression of one or several prostate cancer marker genes in a patient sample, and b) the normal level or non-metastatic level of expression of one or several of said marker genes in a control sample wherein at least one of said marker genes is selected from the group consisting of the marker genes listed in Tables 1-3D, and a significant increase in the level of expression of one or several of said marker genes in the patient sample from the normal level or non-metastatic level is an indication that the prostate cancer has mestastasized.
 3. A method for assessing the aggressiveness of prostate cancer comprising comparing: a) the level of expression of one or several prostate cancer marker genes in a sample, and b) the normal level of expression of one or several of said marker genes in a control sample, wherein at least one of said marker genes is selected from the marker genes of Tables 1-3D, and a significant increase in the level of expression of one or several of said marker genes in the sample from the normal level is an indication that the cancer is aggressive.
 4. A method for assessing the indolence of prostate cancer comprising comparing: a) the level of expression of one or several prostate cancer marker genes in a sample, and b) the normal level of expression of one or several of said marker genes in a control sample, wherein at least one of said marker genes is selected from the marker genes of Tables 1-3D, and a significant decrease in the level of expression of one or several of said marker genes in the sample from the normal level is an indication that the cancer is indolent.
 5. A method for determining whether prostate cancer has metastasized to the liver, or is likely to metastasize to the liver, the method comprising comparing: a) the level of expression of one or several prostate cancer marker genes in a patient sample, wherein at least one such marker gene is selected from the marker genes of Table 3A and b) the level of expression of the same marker gene(s) in a sample from a control subject having non-metastasized prostate cancer wherein a significantly increased level of expression in the patient sample, relative to the level of expression in the control, is an indication that the patient is afflicted with metastatic prostate cancer that has metastasized to the liver, or is likely to metastasize to the liver.
 6. A method for determining whether prostate cancer has metastasized to bone tissue, or is likely to metastasize to bone tissue, the method comprising comparing: a) the level of expression of one or several prostate cancer marker genes in a patient sample, wherein at least one such marker gene is selected from the marker genes of Table 3B and b) the level of expression of the same marker gene(s) in a sample from a control subject having non-metastasized prostate cancer wherein a significantly increased level of expression in the patient sample, relative to the level of expression in the control, is an indication that the patient is afflicted with metastatic prostate cancer that has metastasized to bone tissue, or is likely to metastasize to bone tissue.
 7. A method for determining whether prostate cancer has metastasized to lymph nodes, or is likely to metastasize to lymph nodes, the method comprising comparing: a) the level of expression of one or several prostate cancer marker genes in a patient sample, wherein at least one such marker gene is selected from the marker genes of Tables 3C or 3D, and b) the level of expression of the same marker gene(s) in a sample from a control subject having non-metastasized prostate cancer wherein a significantly increased level of expression in the patient sample, relative to the level of expression in the control, is an indication that the patient is afflicted with metastatic prostate cancer that has metastasized to lymph nodes, or is likely to metastasize to lymph nodes.
 8. The method of claims 1-7, wherein the marker gene corresponds to a secreted protein.
 9. The method of claims 1-7, wherein the marker gene corresponds to a transcribed polynucleotide or portion thereof, wherein the polynucleotide comprises the marker gene.
 10. The method of claims 1-7, wherein the sample comprises cells obtained from the patient.
 11. The method of claim 10, wherein the sample is a prostate tissue sample.
 12. The method of claim 10, wherein the cells are in a fluid selected from the group consisting of blood fluids, semen, prostate fluid, lymph and urine.
 13. The method of claims 1-7, wherein the level of expression of the marker gene in the sample is assessed by detecting the presence in the sample of a protein or protein fragment corresponding to the marker gene.
 14. The method of claim 13, wherein the presence of the protein or protein fragment is detected using a reagent which specifically binds with the protein or protein fragment.
 15. The method of claim 14, wherein the reagent is selected from the group consisting of an antibody, an antibody derivative, and an antibody fragment.
 16. The method of claims 1-7, wherein the level of expression of the marker gene in the sample is assessed by detecting the presence in the sample of a transcribed polynucleotide or portion thereof, wherein the transcribed polynucleotide comprises the marker gene.
 17. The method of claim 16, wherein the transcribed polynucleotide is an mRNA.
 18. The method of claim 16, wherein the transcribed polynucleotide is a cDNA.
 19. The method of claim 16, wherein the step of detecting further comprises amplifying the transcribed polynucleotide.
 20. The method of claims 1-7, wherein the level of expression of the marker gene in the sample is assessed by detecting the presence in the sample of a transcribed polynucleotide which anneals with the marker gene or anneals with a portion of a polynucleotide wherein the polynucleotide comprises the marker gene, under stringent hybridization conditions.
 21. A method for monitoring the progression of prostate cancer in a patient, the method comprising: a) detecting in a patient sample at a first point in time, the expression of a marker gene, wherein the marker gene is selected from the group consisting of the marker genes listed in Tables 1-3D; b) repeating step a) at a subsequent point in time; and c) comparing the level of expression detected in steps a) and b), and therefrom monitoring the progression of prostate cancer.
 22. The method of claim 21, wherein the marker gene corresponds to a secreted protein.
 23. The method of claim 21, wherein the marker gene corresponds to a transcribed polynucleotide or portion thereof, wherein the polynucleotide comprises the marker gene.
 24. The method of claim 21, wherein the sample comprises cells obtained from the patient.
 25. The method of claim 24, wherein the patient sample is a prostate tissue sample.
 26. The method of claim 21, wherein between the first point in time and the subsequent point in time, the patient has undergone surgery to remove prostate tissue.
 27. The method of claim 21, wherein between the first point in time and the subsequent point in time, the patient has undergone chemotherapy to remove prostate cancer cells. 